CINXE.COM

At COP29, thoughts on cloud, AI and climate change | Google Cloud Blog

<!doctype html><html lang="en-US" dir="ltr"><head><base href="https://cloud.google.com/blog/"><link rel="preconnect" href="//www.gstatic.com"><meta name="referrer" content="origin"><meta name="viewport" content="initial-scale=1, width=device-width"><meta name="track-metadata-page_hosting_platform" content="blog_boq"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="application-name" content="Google Cloud Blog"><meta name="apple-mobile-web-app-title" content="Google Cloud Blog"><meta name="apple-mobile-web-app-status-bar-style" content="black"><meta name="msapplication-tap-highlight" content="no"><link rel="preconnect" href="//fonts.googleapis.com"><link rel="preconnect" href="//fonts.gstatic.com"><link rel="preconnect" href="//www.gstatic.com"><link rel="preconnect" href="//storage.googleapis.com"><link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Google+Sans+Text_old:400,500,700,400i,500i,700i"><link rel="manifest" crossorigin="use-credentials" href="_/TransformBlogUi/manifest.json"><link rel="home" href="/?lfhs=2"><link rel="msapplication-starturl" href="/?lfhs=2"><link rel="icon" href="//www.gstatic.com/cloud/images/icons/favicon.ico" sizes="32x32"><link rel="apple-touch-icon-precomposed" href="//www.gstatic.com/cloud/images/icons/favicon.ico" sizes="32x32"><link rel="msapplication-square32x32logo" href="//www.gstatic.com/cloud/images/icons/favicon.ico" sizes="32x32"><script data-id="_gd" nonce="VPAgGDZ-2QwvE3sUxywPmw">window.WIZ_global_data = {"Bwo7Jf":"%.@.\"SG\",1]","CGQM5":"%.@.[[1]]]","DpimGf":false,"EP1ykd":["/_/*","/accounts/*","/transform","/transform/*"],"FdrFJe":"-7565545430140293906","Im6cmf":"/blog/_/TransformBlogUi","JvMKJd":"%.@.\"GTM-5CVQBG\",[[\"en\",\"\\u202aEnglish\\u202c\",true,\"en\"],[\"de\",\"\\u202aDeutsch\\u202c\",true,\"de\"],[\"es\",\"\\u202aEspañol\\u202c\",true,\"es\"],[\"es-419\",\"\\u202aEspañol (Latinoamérica)\\u202c\",true,\"es-419\"],[\"fr\",\"\\u202aFrançais\\u202c\",true,\"fr\"],[\"id\",\"\\u202aIndonesia\\u202c\",true,\"id\"],[\"it\",\"\\u202aItaliano\\u202c\",true,\"it\"],[\"pt-BR\",\"\\u202aPortuguês (Brasil)\\u202c\",true,\"pt-BR\"],[\"zh-CN\",\"\\u202a简体中文\\u202c\",true,\"zh-Hans\"],[\"zh-TW\",\"\\u202a繁體中文\\u202c\",true,\"zh-Hant\"],[\"ja\",\"\\u202a日本語\\u202c\",true,\"ja\"],[\"ko\",\"\\u202a한국어\\u202c\",true,\"ko\"]],[\"83405\",\"AIzaSyD3LJeW4Q6gtdgJlyeFZUp-GhpIoc6EUeg\"],\"en\",null,null,[],[[\"https://cloud.google.com/innovators\",\"https://cloud.google.com/innovators/plus/activate\",\"https://cloud.google.com/innovators/innovatorsplus\"],[\"https://workspace.google.com/pricing\",\"https://www.x.com/googleworkspace\",\"https://www.facebook.com/googleworkspace\",\"https://www.youtube.com/channel/UCBmwzQnSoj9b6HzNmFrg_yw\",\"https://www.instagram.com/googleworkspace\",\"https://www.linkedin.com/showcase/googleworkspace\",\"https://about.google/?utm_source\\u003dworkspace.google.com\\u0026utm_medium\\u003dreferral\\u0026utm_campaign\\u003dgsuite-footer-en\",\"https://about.google/products/?tip\\u003dexplore\",\"https://workspace.google.com\",\"https://workspace.google.com/contact/?source\\u003dgafb-form-globalnav-en\",\"https://workspace.google.com/business/signup/welcome?hl\\u003den\\u0026source\\u003dgafb-form-globalnav-en\",\"https://workspace.google.com/blog\"],[\"https://www.cloudskillsboost.google\",\"https://www.cloudskillsboost.google?utm_source\\u003dcgc\\u0026utm_medium\\u003dwebsite\\u0026utm_campaign\\u003devergreen\",\"https://www.cloudskillsboost.google/subscriptions?utm_source\\u003dcgc\\u0026utm_medium\\u003dwebsite\\u0026utm_campaign\\u003devergreenlaunchpromo\",\"https://www.cloudskillsboost.google/subscriptions?utm_source\\u003dcgc\\u0026utm_medium\\u003dwebsite\\u0026utm_campaign\\u003devergreen\",\"https://www.cloudskillsboost.google/catalog?utm_source\\u003dcgc\\u0026utm_medium\\u003dwebsite\\u0026utm_campaign\\u003devergreen\",\"https://www.cloudskillsboost.google/paths?utm_source\\u003dcgc\\u0026utm_medium\\u003dwebsite\\u0026utm_campaign\\u003devergreen\"],[\"https://mapsplatform.google.com\"],[\"https://cloud.google.com/developers\",\"https://cloud.google.com/developers/settings?utm_source\\u003dinnovators\"],[\"https://console.cloud.google.com/freetrial\",\"https://console.cloud.google.com/\",\"https://console.cloud.google.com/freetrial?redirectPath\\u003dhttps://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change?e%3D48754805\"],[\"https://aitestkitchen.withgoogle.com/signup\",\"https://blog.google/technology/ai/join-us-in-the-ai-test-kitchen/\",\"https://cloud.google.com/ai\"],[\"https://googlecloudplatform.blogspot.com/\",\"https://github.com/GoogleCloudPlatform\",\"https://www.linkedin.com/company/google-cloud\",\"https://twitter.com/GoogleCloud_sg\",\"https://www.facebook.com/googlecloud\",\"https://www.youtube.com/GoogleCloudAPAC\"]],[2024,11,23],[[\"en\",\"x-default\"],\"x-default\"],[null,true],null,\"/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change?hl\\u003den\",[\"6LcsrxUqAAAAAFhpR1lXsPN2j2nsTwy6JTbRKzJr\"]]","LVIXXb":1,"LoQv7e":false,"M55kSc":"%.@.]","MT7f9b":[],"MUE6Ne":"TransformBlogUi","PylxI":"%.@.\"cloudblog\",\"topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change\",[\"en\",\"de\",\"fr\",\"ko\",\"ja\"],\"en\",null,\"https://cloud.google.com/blog\",\"blog_article\",\"cloud.google.com\",[\"https://console.cloud.google.com/freetrial/\",\"https://cloud.google.com/contact/\",\"https://cloud.google.com/\",\"https://cloud.google.com/blog\",\"https://cloud.google.com/\",\"https://www.google.com/\",\"https://cloud.google.com/products/\",\"https://about.google.com/products/\",\"https://about.google/intl/en/\",\"https://support.google.com\"],[\"googlecloud\",\"googlecloud\",\"showcase/google-cloud\",\"googlecloud/\",\"googlecloud/\"],true]","QrtxK":"","S06Grb":"","S6lZl":105833389,"TSDtV":"%.@.[[null,[[45449436,null,false,null,null,null,\"NCoWOd\"],[45667527,null,false,null,null,null,\"Qzt9sd\"],[45449424,null,null,null,\"default\",null,\"PB4oCc\"],[45532645,null,true,null,null,null,\"wFnpse\"],[45643590,null,false,null,null,null,\"w7jzef\"],[45449433,null,true,null,null,null,\"BotAtd\"],[45662378,null,true,null,null,null,\"DG71uf\"],[45449442,null,true,null,null,null,\"dsKk4d\"],[45449449,null,true,null,null,null,\"b5B1L\"],[45663339,null,false,null,null,null,\"OEmSkb\"],[45664956,null,false,null,null,null,\"aeNUHe\"],[45459555,null,false,null,null,null,\"Imeoqb\"],[45646404,null,false,null,null,null,\"tfPPe\"],[45651445,null,false,null,null,null,\"XzXOC\"],[45449440,null,false,null,null,null,\"j9nUqf\"],[45631885,null,false,null,null,null,\"kG32O\"],[45449445,null,true,null,null,null,\"C4H3Td\"],[45649370,null,false,null,null,null,\"LibkZ\"],[45657332,null,true,null,null,null,\"oBUucf\"],[45449438,null,false,null,null,null,\"m0uJSe\"],[45449471,null,null,null,\"default\",null,\"Ammqqf\"],[45612748,null,false,null,null,null,\"fdXYmb\"],[45449467,null,null,null,\"variant4\",null,\"qL2Vf\"],[45449469,null,null,null,\"default\",null,\"mBNY1\"],[45449443,null,false,null,null,null,\"wvKxS\"],[45616194,null,false,null,null,null,\"y3jdm\"],[45449434,null,true,null,null,null,\"PvZHQ\"],[45449428,null,null,null,\"default\",null,\"cbPi4d\"],[45664077,null,false,null,null,null,\"w1axY\"],[45449423,null,null,null,\"default\",null,\"FIJFKf\"],[45449450,null,false,null,null,null,\"PTNaKe\"],[45632110,null,true,null,null,null,\"QK58Od\"],[45449435,null,false,null,null,null,\"s7Z7Ld\"],[45449446,null,true,null,null,null,\"ktxJzc\"],[45449468,null,null,null,\"variant1\",null,\"BUEcUe\"],[45659313,null,false,null,null,null,\"i2rGv\"],[45532646,null,true,null,null,null,\"RIvlU\"],[45449439,null,true,null,null,null,\"lsuui\"],[45650156,null,false,null,null,null,\"Pr5Lcf\"],[45449422,null,null,null,\"default\",null,\"epsxQe\"],[45628378,null,true,null,null,null,\"hRRuzd\"],[45651724,null,true,null,null,null,\"xYDLRc\"],[45662552,null,false,null,null,null,\"epuB3d\"],[45449444,null,true,null,null,null,\"HGJqie\"],[45655733,null,true,null,null,null,\"xPTOyb\"],[45663526,null,false,null,null,null,\"kG33G\"]],\"CAMSIB0Z7s2IEJ/+BPXvF/2KA82ttBKhkOMGFrecDRbM9Q15\"]]]","UUFaWc":"%.@.null,1000,2]","Vvafkd":false,"Yllh3e":"%.@.1732373844161583,24370341,1477535635]","aAofAd":"%.@.[[[\"Solutions \\u0026 technology\",null,[[[\"AI \\u0026 Machine Learning\",\"/blog/products/ai-machine-learning\"],[\"API Management\",\"/blog/products/api-management\"],[\"Application Development\",\"/blog/products/application-development\"],[\"Application Modernization\",\"/blog/products/application-modernization\"],[\"Chrome Enterprise\",\"/blog/products/chrome-enterprise\"],[\"Compute\",\"/blog/products/compute\"],[\"Containers \\u0026 Kubernetes\",\"/blog/products/containers-kubernetes\"],[\"Data Analytics\",\"/blog/products/data-analytics\"],[\"Databases\",\"/blog/products/databases\"],[\"DevOps \\u0026 SRE\",\"/blog/products/devops-sre\"],[\"Maps \\u0026 Geospatial\",\"/blog/topics/maps-geospatial\"],[\"Security\",null,[[[\"Security \\u0026 Identity\",\"/blog/products/identity-security\"],[\"Threat Intelligence\",\"/blog/topics/threat-intelligence\"]]]],[\"Infrastructure\",\"/blog/products/infrastructure\"],[\"Infrastructure Modernization\",\"/blog/products/infrastructure-modernization\"],[\"Networking\",\"/blog/products/networking\"],[\"Productivity \\u0026 Collaboration\",\"/blog/products/productivity-collaboration\"],[\"SAP on Google Cloud\",\"/blog/products/sap-google-cloud\"],[\"Storage \\u0026 Data Transfer\",\"/blog/products/storage-data-transfer\"],[\"Sustainability\",\"/blog/topics/sustainability\"]]]],[\"Ecosystem\",null,[[[\"IT Leaders\",\"/transform\"],[\"Industries\",null,[[[\"Financial Services\",\"/blog/topics/financial-services\"],[\"Healthcare \\u0026 Life Sciences\",\"/blog/topics/healthcare-life-sciences\"],[\"Manufacturing\",\"/blog/topics/manufacturing\"],[\"Media \\u0026 Entertainment\",\"/blog/products/media-entertainment\"],[\"Public Sector\",\"/blog/topics/public-sector\"],[\"Retail\",\"/blog/topics/retail\"],[\"Supply Chain\",\"/blog/topics/supply-chain-logistics\"],[\"Telecommunications\",\"/blog/topics/telecommunications\"]]]],[\"Partners\",\"/blog/topics/partners\"],[\"Startups \\u0026 SMB\",\"/blog/topics/startups\"],[\"Training \\u0026 Certifications\",\"/blog/topics/training-certifications\"],[\"Inside Google Cloud\",\"/blog/topics/inside-google-cloud\"],[\"Google Cloud Next \\u0026 Events\",\"/blog/topics/google-cloud-next\"],[\"Google Maps Platform\",\"https://mapsplatform.google.com/resources/blog/\"],[\"Google Workspace\",\"https://workspace.google.com/blog\"]]]],[\"Developers \\u0026 Practitioners\",\"/blog/topics/developers-practitioners\"],[\"Transform with Google Cloud\",\"/transform\"]]],[[\"de\",[[[\"Neuigkeiten\",\"/blog/de/topics/whats-new/aktuelles-auf-dem-google-cloud-blog\"],[\"Lösungen \\u0026 Technologien\",null,[[[\"Anwendungsentwicklung\",\"/blog/de/products/application-development\"],[\"Anwendungsmodernisierung\",\"/blog/de/products/anwendungsmodernisierung\"],[\"API-Verwaltung\",\"/blog/de/products/api-management\"],[\"Chrome Enterprise\",\"/blog/de/products/chrome-enterprise\"],[\"Computing\",\"/blog/de/products/compute\"],[\"Containers \\u0026 Kubernetes\",\"/blog/de/products/containers-kubernetes\"],[\"Datenanalysen\",\"/blog/de/products/data-analytics\"],[\"Datenbanken\",\"/blog/de/products/databases\"],[\"DevOps \\u0026 SRE\",\"/blog/de/products/devops-sre\"],[\"Infrastruktur\",\"/blog/de/products/infrastructure\"],[\"KI \\u0026 Machine Learning\",\"/blog/de/products/ai-machine-learning\"],[\"Maps \\u0026 Geospatial\",\"/blog/de/topics/maps-geospatial\"],[\"Modernisierung der Infrastruktur\",\"/blog/de/products/modernisierung-der-infrastruktur\"],[\"Nachhaltigkeit\",\"/blog/de/topics/nachhaltigkeit\"],[\"Netzwerk\",\"/blog/de/products/networking\"],[\"Produktivität und Zusammenarbeit\",\"/blog/de/products/produktivitaet-und-kollaboration\"],[\"SAP in Google Cloud\",\"/blog/de/products/sap-google-cloud\"],[\"Sicherheit \\u0026 Identität\",\"/blog/de/products/identity-security\"],[\"Speicher und Datentransfer\",\"/blog/de/products/storage-data-transfer\"]]]],[\"Ökosystem\",null,[[[\"IT Leader\",\"/transform/de\"],[\"Industrien\",null,[[[\"Behörden und öffentlicher Sektor\",\"/blog/de/topics/public-sector\"],[\"Einzelhandel\",\"/blog/de/topics/retail\"],[\"Fertigung\",\"/blog/de/topics/fertigung\"],[\"Finanzdienstleistungen\",\"/blog/de/topics/financial-services\"],[\"Gesundheitswesen und Biowissenschaften\",\"/blog/de/topics/healthcare-life-sciences\"],[\"Lieferkette und Logistik\",\"/blog/de/topics/lieferkette-und-logistik\"],[\"Medien und Unterhaltung\",\"/blog/de/products/media-entertainment\"],[\"Telekommunikation\",\"/blog/de/topics/telecommunications\"]]]],[\"Entwickler*innen \\u0026 Fachkräfte\",\"/blog/de/topics/developers-practitioners\"],[\"Google Cloud Next \\u0026 Events\",\"/blog/de/topics/events\"],[\"Google Maps Platform\",\"/blog/de/products/maps-platform\"],[\"Google Workspace\",\"https://workspace.google.com/blog/de\"],[\"Inside Google Cloud\",\"/blog/de/topics/inside-google-cloud\"],[\"Kunden\",\"/blog/de/topics/kunden\"],[\"Partner\",\"/blog/de/topics/partners\"],[\"Start-ups und KMU\",\"/blog/de/topics/startups\"],[\"Training und Zertifizierung\",\"/blog/de/topics/training-certifications\"]]]],[\"Transformation mit Google Cloud\",\"/transform/de\"]]]],[\"en\",[[[\"Solutions \\u0026 technology\",null,[[[\"AI \\u0026 Machine Learning\",\"/blog/products/ai-machine-learning\"],[\"API Management\",\"/blog/products/api-management\"],[\"Application Development\",\"/blog/products/application-development\"],[\"Application Modernization\",\"/blog/products/application-modernization\"],[\"Chrome Enterprise\",\"/blog/products/chrome-enterprise\"],[\"Compute\",\"/blog/products/compute\"],[\"Containers \\u0026 Kubernetes\",\"/blog/products/containers-kubernetes\"],[\"Data Analytics\",\"/blog/products/data-analytics\"],[\"Databases\",\"/blog/products/databases\"],[\"DevOps \\u0026 SRE\",\"/blog/products/devops-sre\"],[\"Maps \\u0026 Geospatial\",\"/blog/topics/maps-geospatial\"],[\"Security\",null,[[[\"Security \\u0026 Identity\",\"/blog/products/identity-security\"],[\"Threat Intelligence\",\"/blog/topics/threat-intelligence\"]]]],[\"Infrastructure\",\"/blog/products/infrastructure\"],[\"Infrastructure Modernization\",\"/blog/products/infrastructure-modernization\"],[\"Networking\",\"/blog/products/networking\"],[\"Productivity \\u0026 Collaboration\",\"/blog/products/productivity-collaboration\"],[\"SAP on Google Cloud\",\"/blog/products/sap-google-cloud\"],[\"Storage \\u0026 Data Transfer\",\"/blog/products/storage-data-transfer\"],[\"Sustainability\",\"/blog/topics/sustainability\"]]]],[\"Ecosystem\",null,[[[\"IT Leaders\",\"/transform\"],[\"Industries\",null,[[[\"Financial Services\",\"/blog/topics/financial-services\"],[\"Healthcare \\u0026 Life Sciences\",\"/blog/topics/healthcare-life-sciences\"],[\"Manufacturing\",\"/blog/topics/manufacturing\"],[\"Media \\u0026 Entertainment\",\"/blog/products/media-entertainment\"],[\"Public Sector\",\"/blog/topics/public-sector\"],[\"Retail\",\"/blog/topics/retail\"],[\"Supply Chain\",\"/blog/topics/supply-chain-logistics\"],[\"Telecommunications\",\"/blog/topics/telecommunications\"]]]],[\"Partners\",\"/blog/topics/partners\"],[\"Startups \\u0026 SMB\",\"/blog/topics/startups\"],[\"Training \\u0026 Certifications\",\"/blog/topics/training-certifications\"],[\"Inside Google Cloud\",\"/blog/topics/inside-google-cloud\"],[\"Google Cloud Next \\u0026 Events\",\"/blog/topics/google-cloud-next\"],[\"Google Maps Platform\",\"https://mapsplatform.google.com/resources/blog/\"],[\"Google Workspace\",\"https://workspace.google.com/blog\"]]]],[\"Developers \\u0026 Practitioners\",\"/blog/topics/developers-practitioners\"],[\"Transform with Google Cloud\",\"/transform\"]]]],[\"fr\",[[[\"Les tendances\",\"/blog/fr/topics/les-tendances/quelles-sont-les-nouveautes-de-google-cloud\"],[\"Solutions et Technologie\",null,[[[\"Analyse de données\",\"/blog/fr/products/analyse-de-donnees/\"],[\"Bases de données\",\"/blog/fr/products/databases\"],[\"Calcul\",\"/blog/fr/products/calcul/\"],[\"Chrome Entreprise\",\"/blog/fr/products/chrome-enterprise/\"],[\"Conteneurs et Kubernetes\",\"/blog/fr/products/conteneurs-et-kubernetes/\"],[\"Développement d\u0027Applications\",\"/blog/fr/products/application-development\"],[\"Développement durable\",\"/blog/fr/topics/developpement-durable\"],[\"DevOps et ingénierie SRE\",\"/blog/fr/products/devops-sre\"],[\"Gestion des API\",\"/blog/fr/products/api-management\"],[\"IA et Machine Learning\",\"/blog/fr/products/ai-machine-learning\"],[\"Infrastructure\",\"/blog/fr/products/infrastructure\"],[\"Maps et Géospatial\",\"/blog/fr/topics/maps-geospatial\"],[\"Modernisation d\u0027Applications\",\"/blog/fr/products/modernisation-dapplications/\"],[\"Modernisation d\u0027Infrastructure\",\"/blog/fr/products/modernisation-dinfrastructure/\"],[\"Networking\",\"/blog/fr/products/networking\"],[\"Productivité et Collaboration\",\"/blog/fr/products/productivite-et-collaboration\"],[\"SAP sur Google Cloud\",\"/blog/fr/products/sap-google-cloud\"],[\"Sécurité et Identité\",\"/blog/fr/products/identity-security\"],[\"Stockage et transfert de données\",\"/blog/fr/products/storage-data-transfer\"]]]],[\"Écosystème\",null,[[[\"Responsables IT\",\"/transform/fr\"],[\"Industries\",null,[[[\"Commerce\",\"/blog/fr/topics/retail\"],[\"Manufacturing\",\"/blog/fr/topics/manufacturing\"],[\"Médias et Divertissement\",\"/blog/fr/products/media-entertainment\"],[\"Santé\",\"/blog/fr/topics/healthcare-life-sciences\"],[\"Secteur Public\",\"/blog/fr/topics/public-sector\"],[\"Services Financiers\",\"/blog/fr/topics/financial-services\"],[\"Supply Chain\",\"/blog/fr/topics/supply-chain/\"],[\"Telecommunications\",\"/blog/fr/topics/telecommunications\"]]]],[\"Clients\",\"/blog/fr/topics/clients/\"],[\"Développeurs et professionnels\",\"/blog/fr/topics/developers-practitioners\"],[\"Formations et certifications\",\"/blog/fr/topics/training-certifications\"],[\"Google Cloud Next et Événements\",\"/blog/fr/topics/evenements\"],[\"Google Maps Platform\",\"/blog/fr/products/maps-platform\"],[\"Google Workspace\",\"https://workspace.google.com/blog/fr\"],[\"Inside Google Cloud\",\"/blog/fr/topics/inside-google-cloud\"],[\"Partenaires\",\"/blog/fr/topics/partners\"],[\"Start-ups et PME\",\"/blog/fr/topics/startups\"]]]],[\"Transformer avec Google Cloud\",\"/transform/fr\"]]]],[\"ja\",[[[\"ソリューションとテクノロジー\",null,[[[\"AI \\u0026 機械学習\",\"/blog/ja/products/ai-machine-learning\"],[\"API 管理\",\"/blog/ja/products/api-management\"],[\"アプリケーション開発\",\"/blog/ja/products/application-development\"],[\"アプリケーション モダナイゼーション\",\"/blog/ja/products/application-modernization\"],[\"Chrome Enterprise\",\"/blog/ja/products/chrome-enterprise\"],[\"コンピューティング\",\"/blog/ja/products/compute\"],[\"Containers \\u0026 Kubernetes\",\"/blog/ja/products/containers-kubernetes\"],[\"データ分析\",\"/blog/ja/products/data-analytics\"],[\"データベース\",\"/blog/ja/products/databases\"],[\"DevOps \\u0026 SRE\",\"/blog/ja/products/devops-sre\"],[\"Maps \\u0026 Geospatial\",\"/blog/ja/products/maps-platform\"],[\"セキュリティ\",null,[[[\"セキュリティ \\u0026 アイデンティティ\",\"/blog/ja/products/identity-security\"],[\"脅威インテリジェンス\",\"/blog/ja/topics/threat-intelligence\"]]]],[\"インフラストラクチャ\",\"/blog/ja/products/infrastructure\"],[\"インフラ モダナイゼーション\",\"/blog/ja/products/infrastructure-modernization\"],[\"ネットワーキング\",\"/blog/ja/products/networking\"],[\"生産性とコラボレーション\",\"/blog/ja/products/productivity-collaboration\"],[\"Google Cloud での SAP\",\"/blog/ja/products/sap-google-cloud\"],[\"ストレージとデータ転送\",\"/blog/ja/products/storage-data-transfer\"],[\"サステナビリティ\",\"/blog/ja/topics/sustainability\"]]]],[\"エコシステム\",null,[[[\"ITリーダー\",\"/transform/ja\"],[\"業種\",null,[[[\"金融サービス\",\"/blog/ja/topics/financial-services\"],[\"ヘルスケア、ライフ サイエンス\",\"/blog/ja/topics/healthcare-life-sciences\"],[\"製造\",\"/blog/ja/topics/manufacturing\"],[\"メディア、エンターテイメント\",\"/blog/ja/products/media-entertainment\"],[\"公共部門\",\"/blog/ja/topics/public-sector\"],[\"小売業\",\"/blog/ja/topics/retail\"],[\"サプライ チェーン\",\"/blog/ja/topics/supply-chain-logistics\"],[\"通信\",\"/blog/ja/topics/telecommunications\"]]]],[\"顧客事例\",\"/blog/ja/topics/customers\"],[\"パートナー\",\"/blog/ja/topics/partners\"],[\"スタートアップ \\u0026 SMB\",\"/blog/ja/topics/startups\"],[\"トレーニングと認定\",\"/blog/ja/topics/training-certifications\"],[\"Inside Google Cloud\",\"/blog/ja/topics/inside-google-cloud\"],[\"Google Cloud Next と イベント\",\"/blog/ja/topics/google-cloud-next\"],[\"Google Maps Platform\",\"/blog/ja/products/maps-platform\"],[\"Google Workspace\",\"https://workspace.google.com/blog/ja\"]]]],[\"デベロッパー\",\"/blog/ja/topics/developers-practitioners\"],[\"Transform with Google Cloud\",\"/transform/ja\"]]]],[\"ko\",[[[\"솔루션 및 기술\",null,[[[\"AI 및 머신러닝\",\"/blog/ko/products/ai-machine-learning\"],[\"API 관리\",\"/blog/ko/products/api-management\"],[\"애플리케이션 개발\",\"/blog/ko/products/application-development\"],[\"애플리케이션 현대화\",\"/blog/ko/products/application-modernization\"],[\"Chrome Enterprise\",\"/blog/products/chrome-enterprise\"],[\"컴퓨팅\",\"/blog/ko/products/compute\"],[\"컨테이너 \\u0026 Kubernetes\",\"/blog/ko/products/containers-kubernetes\"],[\"데이터 분석\",\"/blog/ko/products/data-analytics\"],[\"데이터베이스\",\"/blog/ko/products/databases\"],[\"DevOps 및 SRE\",\"/blog/ko/products/devops-sre\"],[\"Maps \\u0026 Geospatial\",\"/blog/ko/products/maps-platform\"],[\"보안\",null,[[[\"보안 \\u0026 아이덴티티\",\"/blog/ko/products/identity-security\"],[\"위협 인텔리전스\",\"/blog/ko/topics/threat-intelligence\"]]]],[\"인프라\",\"/blog/ko/products/infrastructure\"],[\"Infrastructure Modernization\",\"/blog/ko/products/infrastructure-modernization\"],[\"네트워킹\",\"/blog/ko/products/networking\"],[\"생산성 및 공동작업\",\"/blog/ko/products/productivity-collaboration\"],[\"SAP on Google Cloud\",\"/blog/ko/products/sap-google-cloud\"],[\"스토리지 및 데이터 전송\",\"/blog/ko/products/storage-data-transfer\"],[\"지속가능성\",\"/blog/ko/topics/sustainability\"]]]],[\"에코시스템\",null,[[[\"IT Leaders\",\"/transform/ko\"],[\"업종\",null,[[[\"금융 서비스\",\"/blog/ko/topics/financial-services\"],[\"의료 및 생명과학\",\"/blog/ko/topics/healthcare-life-sciences\"],[\"제조업\",\"/blog/ko/topics/manufacturing\"],[\"미디어 및 엔터테인먼트\",\"/blog/ko/products/media-entertainment\"],[\"공공부문\",\"/blog/ko/topics/public-sector\"],[\"소매업\",\"/blog/ko/topics/retail\"],[\"공급망\",\"/blog/topics/supply-chain-logistics\"],[\"통신\",\"/blog/ko/topics/telecommunications\"]]]],[\"고객 사례\",\"/blog/ko/topics/customers\"],[\"파트너\",\"/blog/ko/topics/partners\"],[\"스타트업 \\u0026 SMB\",\"/blog/ko/topics/startups\"],[\"교육 \\u0026 인증\",\"/blog/ko/topics/training-certifications\"],[\"Inside Google Cloud\",\"/blog/ko/topics/inside-google-cloud\"],[\"Google Cloud Next 및 이벤트\",\"/blog/ko/topics/google-cloud-next\"],[\"Google Maps Platform\",\"/blog/ko/products/maps-platform\"],[\"Google Workspace\",\"https://workspace.google.com/blog/ko\"]]]],[\"개발 및 IT운영\",\"/blog/ko/topics/developers-practitioners\"],[\"Google Cloud와 함께 하는 디지털 혁신\",\"/transform/ko\"]]]]]]","cfb2h":"boq_cloudx-web-blog-uiserver_20241121.08_p0","eptZe":"/blog/_/TransformBlogUi/","f8POw":"%.@.[48887082,1714245,97535270,93778619,1706538,97517172,97656899,48897392,97684535,48554498,97863170,97863043,48830069,93874004,97442199,97785988,97716265,48489833,48887064,97517154,97656881,97684517,93873986,97442181,97785970],null,null,null,null,true]","fPDxwd":[97517172,97684535,97863043,97863170],"gGcLoe":false,"iCzhFc":false,"nQyAE":{"b5B1L":"true","PTNaKe":"false","ktxJzc":"true","BUEcUe":"variant1","XzXOC":"false","kG32O":"false","C4H3Td":"true","w1axY":"false","Pr5Lcf":"false","kG33G":"false","OEmSkb":"false","aeNUHe":"false","j9nUqf":"false","wvKxS":"false","wFnpse":"true","tfPPe":"false","LibkZ":"false","m0uJSe":"false","PvZHQ":"true","s7Z7Ld":"false","i2rGv":"false","RIvlU":"true","lsuui":"true","HGJqie":"true","NCoWOd":"false","Qzt9sd":"false","dsKk4d":"true","fdXYmb":"false","epuB3d":"false","BotAtd":"true"},"p9hQne":"https://www.gstatic.com/_/boq-cloudx-web-blog/_/r/","qwAQke":"TransformBlogUi","rtQCxc":-480,"u4g7r":"%.@.null,1000,2]","vJ2GOe":"%.@.null,[[\"de\",[[[\"Themen\",null,[[[\"Product Announcements\",\"/blog/de/product-announcements\"],[\"KI \\u0026 Machine Learning\",\"/blog/de/ai-machine-learning\"],[\"Produktivität und Kollaboration\",\"/blog/de/productivity-collaboration\"],[\"Identität und Sicherheit\",\"/blog/de/identity-and-security\"],[\"Future of Work\",\"/blog/de/future-of-work\"],[\"Hybrides Arbeiten\",\"/blog/de/hybrid-work\"],[\"Kundenreferenzen\",\"/blog/de/customer-stories\"],[\"Entwickler*innen und Fachkräfte\",\"/blog/de/developers-practitioners\"],[\"Partner\",\"/blog/de/partners\"],[\"Events\",\"/blog/de/events\"],[\"Öffentlicher Sektor\",\"/blog/de/public-sector\"]]]],[\"Produktneuigkeiten\",null,[[[\"Gmail\",\"/blog/de/gmail\"],[\"Meet\",\"/blog/de/meet\"],[\"Chat and Spaces\",\"/blog/de/chat-spaces\"],[\"Drive\",\"/blog/de/drive\"],[\"Docs\",\"/blog/de/docs\"],[\"Sheets\",\"/blog/de/sheets\"]]]]]]],[\"en\",[[[\"Topics\",null,[[[\"Product Announcements\",\"/blog/product-announcements\"],[\"AI and Machine Learning\",\"/blog/ai-machine-learning\"],[\"Productivity and Collaboration\",\"/blog/productivity-collaboration\"],[\"Identity and Security\",\"/blog/identity-and-security\"],[\"Future of Work\",\"/blog/future-of-work\"],[\"Hybrid Work\",\"/blog/hybrid-work\"],[\"Customer Stories\",\"/blog/customer-stories\"],[\"Developers and Practitioners\",\"/blog/developers-practitioners\"],[\"Partners\",\"/blog/partners\"],[\"Events\",\"/blog/events\"],[\"Public Sector\",\"/blog/public-sector\"]]]],[\"Product News\",null,[[[\"Gmail\",\"/blog/gmail\"],[\"Meet\",\"/blog/meet\"],[\"Chat and Spaces\",\"/blog/chat-spaces\"],[\"Drive\",\"/blog/drive\"],[\"Docs\",\"/blog/docs\"],[\"Sheets\",\"/blog/sheets\"]]]]]]],[\"fr\",[[[\"Thèmes\",null,[[[\"Product Announcements\",\"/blog/fr/product-announcements\"],[\"IA et Machine Learning\",\"/blog/fr/ai-machine-learning\"],[\"Productivité et Collaboration\",\"/blog/fr/productivity-collaboration\"],[\"Identité et Sécurité\",\"/blog/fr/identity-and-security\"],[\"L\u0027avenir du travail\",\"/blog/fr/future-of-work\"],[\"Travail hybride\",\"/blog/fr/hybrid-work\"],[\"Témoignages Clients\",\"/blog/fr/customer-stories\"],[\"Développeurs et professionnels\",\"/blog/fr/developers-practitioners\"],[\"Partenaires\",\"/blog/fr/partners\"],[\"Événements\",\"/blog/fr/events\"],[\"Secteur Public\",\"/blog/fr/public-sector\"]]]],[\"Annonces sur les produits\",null,[[[\"Gmail\",\"/blog/fr/gmail\"],[\"Meet\",\"/blog/fr/meet\"],[\"Chat et Spaces\",\"/blog/fr/chat-spaces\"],[\"Drive\",\"/blog/fr/drive\"],[\"Docs\",\"/blog/fr/docs\"],[\"Sheets\",\"/blog/fr/sheets\"]]]]]]],[\"ja\",[[[\"トピック\",null,[[[\"プロダクトの発表\",\"/blog/ja/product-announcements\"],[\"AI \\u0026 機械学習\",\"/blog/ja/ai-machine-learning\"],[\"生産性とコラボレーション\",\"/blog/ja/productivity-collaboration\"],[\"アイデンティティとセキュリティ\",\"/blog/ja/identity-and-security\"],[\"未来の働き方\",\"/blog/ja/future-of-work\"],[\"ハイブリッドな働き方\",\"/blog/ja/hybrid-work\"],[\"顧客事例\",\"/blog/ja/customer-stories\"],[\"デベロッパー\",\"/blog/ja/developers-practitioners\"],[\"パートナー\",\"/blog/ja/partners\"],[\"イベント\",\"/blog/ja/events\"],[\"公共部門\",\"/blog/ja/public-sector\"]]]],[\"製品ニュース\",null,[[[\"Gmail\",\"/blog/ja/gmail\"],[\"Meet\",\"/blog/ja/meet\"],[\"Chat and Spaces\",\"/blog/ja/chat-spaces\"],[\"ドライブ\",\"/blog/ja/drive\"],[\"ドキュメント\",\"/blog/ja/docs\"],[\"スプレッドシート\",\"/blog/ja/sheets\"]]]]]]],[\"ko\",[[[\"주제\",null,[[[\"제품 업데이트\",\"/blog/ko/product-announcements\"],[\"AI 및 머신러닝\",\"/blog/ko/ai-machine-learning\"],[\"생산성 및 공동작업\",\"/blog/ko/productivity-collaboration\"],[\"인증 및 보안 \",\"/blog/ko/identity-and-security\"],[\"Future of Work\",\"/blog/ko/future-of-work\"],[\"하이브리드 업무\",\"/blog/ko/hybrid-work\"],[\"고객 사례\",\"/blog/ko/customer-stories\"],[\"개발자\",\"/blog/ko/developers-practitioners\"],[\"파트너\",\"/blog/ko/partners\"],[\"이벤트\",\"/blog/ko/events\"],[\"공공부문\",\"/blog/ko/public-sector\"]]]],[\"제품 소식\",null,[[[\"Gmail\",\"/blog/ko/gmail\"],[\"Meet\",\"/blog/ko/meet\"],[\"Chat 및 Spaces\",\"/blog/ko/chat-spaces\"],[\"Drive\",\"/blog/ko/drive\"],[\"Docs\",\"/blog/ko/docs\"],[\"Sheets\",\"/blog/ko/sheets\"]]]]]]]],null,[[\"de\",[[[[[\"Enthaltene Anwendungen\",\"https://workspace.google.com/intl/de/features/\",[[[\"Gmail\",\"https://workspace.google.com/intl/de/products/gmail/\"],[\"Meet\",\"https://workspace.google.com/intl/de/products/meet/\"],[\"Chat\",\"https://workspace.google.com/intl/de/products/chat/\"],[\"Kalender\",\"https://workspace.google.com/intl/de/products/calendar/\"],[\"Drive\",\"https://workspace.google.com/intl/de/products/drive/\"],[\"Docs\",\"https://workspace.google.com/intl/de/products/docs/\"],[\"Tabellen\",\"https://workspace.google.com/intl/de/products/sheets/\"],[\"Präsentationen\",\"https://workspace.google.com/intl/de/products/slides/\"],[\"Formulare\",\"https://workspace.google.com/intl/de/products/forms/\"],[\"Sites\",\"https://workspace.google.com/intl/de/products/sites/\"],[\"Notizen\",\"https://workspace.google.com/intl/de/products/keep/\"],[\"Apps Script\",\"https://workspace.google.com/intl/de/products/apps-script/\"]]]]]],[[[\"Sicherheit und Verwaltung\",\"https://workspace.google.com/intl/de/security/\",[[[\"Admin\",\"https://workspace.google.com/intl/de/products/admin/\"],[\"Endpunkt\",\"https://workspace.google.com/intl/de/products/admin/endpoint/\"],[\"Vault\",\"https://workspace.google.com/intl/de/products/vault/\"],[\"Work Insights\",\"https://workspace.google.com/intl/de/products/workinsights/\"]]]],[\"Lösungen\",\"https://workspace.google.com/intl/de/solutions/\",[[[\"Neue Unternehmen\",\"https://workspace.google.com/intl/de/business/new-business/\"],[\"Kleine Unternehmen\",\"https://workspace.google.com/intl/de/business/small-business/\"],[\"Große Unternehmen\",\"https://workspace.google.com/intl/de/solutions/enterprise/\"],[\"Education\",\"https://edu.google.com/products/workspace-for-education/education-fundamentals/\"],[\"Nonprofit-Organisationen\",\"https://www.google.com/nonprofits/\"]]]]]],[[[\"Preise\",\"https://workspace.google.com/intl/de/pricing.html\",[[[\"Version auswählen\",\"https://workspace.google.com/intl/de/pricing.html\"]]]],[\"Add-ons\",null,[[[\"Gemini für Workspace\",\"https://workspace.google.com/solutions/ai/\"],[\"Google Voice\",\"https://workspace.google.com/intl/de/products/voice/\"],[\"AppSheet\",\"https://about.appsheet.com/home/\"]]]]]],[[[\"Ressourcen\",\"https://workspace.google.com/intl/de/faq/\",[[[\"Telearbeit\",\"https://workspace.google.com/intl/de/working-remotely/\"],[\"Sicherheit\",\"https://workspace.google.com/intl/de/security/\"],[\"FAQ\",\"https://workspace.google.com/intl/de/faq/\"],[\"Partner\",\"https://cloud.withgoogle.com/partners/?products\\u003dGOOGLE_WORKSPACE_PRODUCT\"],[\"Google Workspace Marketplace\",\"https://workspace.google.com/marketplace/\"],[\"Integrationen\",\"https://workspace.google.com/intl/de/integrations/\"],[\"Schulung \\u0026 Zertifizierung\",\"https://workspace.google.com/intl/de/training/\"]]]]]],[[[\"Schulung und Support\",\"https://workspace.google.com/intl/de/support/\",[[[\"Admin-Hilfe\",\"https://support.google.com/a/#topic\\u003d29157\"],[\"Einrichtungs- und Bereitstellungscenter\",\"https://workspace.google.com/setup/?hl\\u003dde\"],[\"Schulungscenter für Nutzer\",\"https://workspace.google.com/intl/de/learning-center/\"],[\"Foren für Administratoren\",\"https://productforums.google.com/forum/#!forum/apps\"],[\"Google Workspace-Dashboard\",\"https://www.google.com/appsstatus\"],[\"Presse\",\"https://cloud.google.com/press/\"]]]],[\"Mehr von Google\",null,[[[\"Google Cloud\",\"https://cloud.google.com/?hl\\u003dde\"],[\"Chrome Enterprise\",\"https://chromeenterprise.google/\"],[\"Google Lösungen für Unternehmen\",\"https://www.google.com/intl/de/services/\"],[\"Google Ads\",\"https://ads.google.com/home/?subid\\u003dde-de-xs-aw-z-a-dyn-accounts_wsft!o3\"],[\"Business Messages\",\"https://businessmessages.google/\"],[\"An Nutzerstudien teilnehmen\",\"https://userresearch.google.com/?reserved\\u003d0\\u0026utm_source\\u003dgsuite.google.com\\u0026Q_Language\\u003den\\u0026utm_medium\\u003down_srch\\u0026utm_campaign\\u003dGlobal-GSuite\\u0026utm_term\\u003d0\\u0026utm_content\\u003d0\\u0026productTag\\u003dgafw\\u0026campaignDate\\u003dnov18\\u0026pType\\u003dbprof\\u0026referral_code\\u003dug422768\"]]]]]]]]],[\"en\",[[[[[\"Included applications\",\"https://workspace.google.com/features/\",[[[\"Gmail\",\"https://workspace.google.com/products/gmail/\"],[\"Meet\",\"https://workspace.google.com/products/meet/\"],[\"Chat\",\"https://workspace.google.com/products/chat/\"],[\"Calendar\",\"https://workspace.google.com/products/calendar/\"],[\"Drive\",\"https://workspace.google.com/products/drive/\"],[\"Docs\",\"https://workspace.google.com/products/docs/\"],[\"Sheets\",\"https://workspace.google.com/products/sheets/\"],[\"Slides\",\"https://workspace.google.com/products/slides/\"],[\"Forms\",\"https://workspace.google.com/products/forms/\"],[\"Sites\",\"https://workspace.google.com/products/sites/\"],[\"Keep\",\"https://workspace.google.com/products/keep/\"],[\"Apps Script\",\"https://workspace.google.com/products/apps-script/\"]]]]]],[[[\"Security and management\",\"https://workspace.google.com/security/\",[[[\"Admin\",\"https://workspace.google.com/products/admin/\"],[\"Endpoint\",\"https://workspace.google.com/products/admin/endpoint/\"],[\"Vault\",\"https://workspace.google.com/products/vault/\"],[\"Work Insights\",\"https://workspace.google.com/products/workinsights/\"]]]],[\"Solutions\",\"https://workspace.google.com/solutions/\",[[[\"New Business\",\"https://workspace.google.com/business/new-business/\"],[\"Small Business\",\"https://workspace.google.com/business/small-business/\"],[\"Enterprise\",\"https://workspace.google.com/solutions/enterprise/\"],[\"Retail\",\"https://workspace.google.com/industries/retail/\"],[\"Manufacturing\",\"https://workspace.google.com/industries/manufacturing/\"],[\"Professional Services\",\"https://workspace.google.com/industries/professional-services/\"],[\"Technology\",\"https://workspace.google.com/industries/technology/\"],[\"Healthcare\",\"https://workspace.google.com/industries/healthcare/\"],[\"Government\",\"https://workspace.google.com/industries/government/\"],[\"Education\",\"https://edu.google.com/products/workspace-for-education/education-fundamentals/\"],[\"Nonprofits\",\"https://www.google.com/nonprofits/\"],[\"Artificial Intelligence\",\"https://workspace.google.com/solutions/ai/\"]]]]]],[[[\"Pricing\",\"https://workspace.google.com/pricing.html\",[[[\"Compare pricing plans\",\"https://workspace.google.com/pricing.html\"]]]],[\"Add-ons\",null,[[[\"Gemini for Workspace\",\"https://workspace.google.com/solutions/ai/\"],[\"Meet hardware\",\"https://workspace.google.com/products/meet-hardware/\"],[\"Google Voice\",\"https://workspace.google.com/products/voice/\"],[\"AppSheet\",\"https://about.appsheet.com/home/\"]]]]]],[[[\"Resources\",\"https://workspace.google.com/faq/\",[[[\"Working remotely\",\"https://workspace.google.com/working-remotely/\"],[\"Security\",\"https://workspace.google.com/security/\"],[\"Customer Stories\",\"https://workspace.google.com/customers/\"],[\"FAQs\",\"https://workspace.google.com/faq/\"],[\"Partners\",\"https://cloud.withgoogle.com/partners/?products\\u003dGOOGLE_WORKSPACE_PRODUCT\"],[\"Marketplace\",\"https://workspace.google.com/marketplace/\"],[\"Integrations\",\"https://workspace.google.com/integrations/\"],[\"Training \\u0026 Certification\",\"https://workspace.google.com/training/\"],[\"Refer Google Workspace\",\"https://workspace.google.com/landing/partners/referral/\"]]]]]],[[[\"Learning and support\",\"https://workspace.google.com/support/\",[[[\"Admin Help\",\"https://support.google.com/a/#topic\\u003d29157\"],[\"Setup and Deployment Center\",\"https://workspace.google.com/setup\"],[\"Learning Center for Users\",\"https://workspace.google.com/learning-center/\"],[\"Forums for Admins\",\"https://productforums.google.com/forum/#!forum/apps\"],[\"Google Workspace Dashboard\",\"https://www.google.com/appsstatus\"],[\"What\u0027s New in Google Workspace\",\"https://workspace.google.com/whatsnew/\"],[\"Find a Google Workspace Partner\",\"https://www.google.com/a/partnersearch/\"],[\"Join the community of IT Admins\",\"https://www.googlecloudcommunity.com/gc/Google-Workspace/ct-p/google-workspace\"],[\"Press\",\"https://cloud.google.com/press/\"]]]],[\"More from Google\",null,[[[\"Google Cloud\",\"https://cloud.google.com/\"],[\"Google Domains\",\"https://domains.google.com/about/?utm_source\\u003dgoogleappsforwork\\u0026utm_medium\\u003dreferral\\u0026utm_campaign\\u003dgooglepromos\"],[\"Chrome Enterprise\",\"https://chromeenterprise.google/\"],[\"Google Business Solutions\",\"https://www.google.com/services/\"],[\"Google Ads\",\"https://ads.google.com/home/?subid\\u003dus-en-xs-aw-z-a-dyn-accounts_wsft!o3\"],[\"Business Messages\",\"https://businessmessages.google/\"],[\"Join User Studies\",\"https://userresearch.google.com/?reserved\\u003d0\\u0026utm_source\\u003dgsuite.google.com\\u0026Q_Language\\u003den\\u0026utm_medium\\u003down_srch\\u0026utm_campaign\\u003dGlobal-GSuite\\u0026utm_term\\u003d0\\u0026utm_content\\u003d0\\u0026productTag\\u003dgafw\\u0026campaignDate\\u003dnov18\\u0026pType\\u003dbprof\\u0026referral_code\\u003dug422768\"]]]]]]]]],[\"fr\",[[[[[\"Enthaltene Anwendungen\",\"https://workspace.google.com/intl/fr/features/\",[[[\"Gmail\",\"https://workspace.google.com/intl/fr/products/gmail/\"],[\"Meet\",\"https://workspace.google.com/intl/fr/products/meet/\"],[\"Chat\",\"https://workspace.google.com/intl/fr/products/chat/\"],[\"Google Agenda\",\"https://workspace.google.com/intl/fr/products/calendar/\"],[\"Drive\",\"https://workspace.google.com/intl/fr/products/drive/\"],[\"Docs\",\"https://workspace.google.com/intl/fr/products/docs/\"],[\"Sheets\",\"https://workspace.google.com/intl/fr/products/sheets/\"],[\"Slides\",\"https://workspace.google.com/intl/fr/products/slides/\"],[\"Forms\",\"https://workspace.google.com/intl/fr/products/forms/\"],[\"Google Sites\",\"https://workspace.google.com/intl/fr/products/sites/\"],[\"Keep\",\"https://workspace.google.com/intl/fr/products/keep/\"],[\"Apps Script\",\"https://workspace.google.com/intl/fr/products/apps-script/\"]]]]]],[[[\"Sécurité et gestion\",\"https://workspace.google.com/intl/fr/security/\",[[[\"Console d\u0027administration\",\"https://workspace.google.com/intl/fr/products/admin/\"],[\"Point de terminaison\",\"https://workspace.google.com/intl/fr/products/admin/endpoint/\"],[\"Vault\",\"https://workspace.google.com/intl/fr/products/vault/\"],[\"Work Insights\",\"https://workspace.google.com/intl/fr/products/workinsights/\"]]]],[\"Solutions\",\"https://workspace.google.com/intl/fr/solutions/\",[[[\"Nouvelle entreprise\",\"https://workspace.google.com/intl/fr/business/new-business/\"],[\"PME\",\"https://workspace.google.com/intl/fr/business/small-business/\"],[\"Grande entreprise\",\"https://workspace.google.com/intl/fr/solutions/enterprise/\"],[\"Education\",\"https://edu.google.com/products/workspace-for-education/education-fundamentals/\"],[\"Associations\",\"https://www.google.com/nonprofits/\"]]]]]],[[[\"Tarifs\",\"https://workspace.google.com/intl/fr/pricing.html\",[[[\"Choisissez une édition\",\"https://workspace.google.com/intl/fr/pricing.html\"]]]],[\"Add-ons\",null,[[[\"Gemini pour Workspace\",\"https://workspace.google.com/solutions/ai/\"],[\"Matériel Meet\",\"https://workspace.google.com/intl/fr/products/meet-hardware/\"],[\"Google Voice\",\"https://workspace.google.com/intl/fr/products/voice/\"],[\"AppSheet\",\"https://about.appsheet.com/home/\"]]]]]],[[[\"Ressources\",\"https://workspace.google.com/intl/fr/faq/\",[[[\"Travail à distance\",\"https://workspace.google.com/intl/fr/working-remotely/\"],[\"Sécurité\",\"https://workspace.google.com/intl/fr/security/\"],[\"Questions fréquentes\",\"https://workspace.google.com/intl/fr/faq/\"],[\"Partenaires\",\"https://cloud.withgoogle.com/partners/?products\\u003dGOOGLE_WORKSPACE_PRODUCT\"],[\"Marketplace\",\"https://workspace.google.com/marketplace/\"],[\"Intégrations\",\"https://workspace.google.com/intl/fr/integrations/\"],[\"Formation et certification\",\"https://workspace.google.com/intl/fr/training/\"]]]]]],[[[\"Formation et assistance\",\"https://workspace.google.com/intl/fr/support/\",[[[\"Aide pour les administrateurs\",\"https://support.google.com/a/#topic\\u003d29157\"],[\"Centre de configuration et de déploiement\",\"https://workspace.google.com/setup/?hl\\u003dfr\"],[\"Centre de formation pour les utilisateurs\",\"https://workspace.google.com/intl/fr/learning-center/\"],[\"Forums pour les administrateurs\",\"https://productforums.google.com/forum/#!forum/apps\"],[\"Tableau de bord Google Workspace\",\"https://www.google.com/appsstatus#hl\\u003dfr\"],[\"Rechercher un partenaire Google Workspace\",\"https://www.google.com/a/partnersearch/?hl\\u003dfr#home\"],[\"Presse\",\"https://cloud.google.com/press/\"]]]],[\"Autres ressources Google\",null,[[[\"Google Cloud\",\"https://cloud.google.com/?hl\\u003dfr\"],[\"Chrome Enterprise\",\"https://chromeenterprise.google/\"],[\"Solutions d\u0027entreprise Google\",\"https://www.google.com/intl/fr/services/\"],[\"Google pour les Pros\",\"https://pourlespros.withgoogle.com/?utm_source\\u003dEngagement\\u0026utm_medium\\u003dep\\u0026utm_term\\u003dSMB\\u0026utm_content\\u003dFR%20Apps%20for%20work%20footert\\u0026utm_campaign\\u003dQ4_2015%20FR%20Apps%20for%20work%20footer\"],[\"Google Ads\",\"https://ads.google.com/home/?subid\\u003dfr-fr-xs-aw-z-a-dyn-accounts_wsft!o3\"],[\"Business Messages\",\"https://businessmessages.google/\"],[\"Participer aux études sur l\u0027expérience utilisateur\",\"https://userresearch.google.com/?reserved\\u003d0\\u0026utm_source\\u003dgsuite.google.com\\u0026Q_Language\\u003den\\u0026utm_medium\\u003down_srch\\u0026utm_campaign\\u003dGlobal-GSuite\\u0026utm_term\\u003d0\\u0026utm_content\\u003d0\\u0026productTag\\u003dgafw\\u0026campaignDate\\u003dnov18\\u0026pType\\u003dbprof\\u0026referral_code\\u003dug422768\"]]]]]]]]],[\"ja\",[[[[[\"ご利用いただけるアプリケーション\",\"https://workspace.google.com/intl/ja/features/\",[[[\"Gmail\",\"https://workspace.google.com/intl/ja/products/gmail/\"],[\"Meet\",\"https://workspace.google.com/intl/ja/products/meet/\"],[\"Chat\",\"https://workspace.google.com/intl/ja/products/chat/\"],[\"カレンダー\",\"https://workspace.google.com/intl/ja/products/calendar/\"],[\"ドライブ\",\"https://workspace.google.com/intl/ja/products/drive/\"],[\"ドキュメント\",\"https://workspace.google.com/intl/ja/products/docs/\"],[\"スプレッドシート\",\"https://workspace.google.com/intl/ja/products/sheets/\"],[\"スライド\",\"https://workspace.google.com/intl/ja/products/slides/\"],[\"フォーム\",\"https://workspace.google.com/intl/ja/products/forms/\"],[\"サイト\",\"https://workspace.google.com/intl/ja/products/sites/\"],[\"Keep\",\"https://workspace.google.com/intl/ja/products/keep/\"],[\"Apps Script\",\"https://workspace.google.com/intl/ja/products/apps-script/\"]]]]]],[[[\"セキュリティと管理\",\"https://workspace.google.com/intl/ja/security/\",[[[\"管理コンソール\",\"https://workspace.google.com/intl/ja/products/admin/\"],[\"エンドポイント\",\"https://workspace.google.com/intl/ja/products/admin/endpoint/\"],[\"Vault\",\"https://workspace.google.com/intl/ja/products/vault/\"],[\"Work Insights\",\"https://workspace.google.com/intl/ja/products/workinsights/\"]]]],[\"ソリューション\",\"https://workspace.google.com/intl/ja/solutions/\",[[[\"新規ビジネス\",\"https://workspace.google.com/intl/ja/business/new-business/\"],[\"小規模ビジネス\",\"https://workspace.google.com/intl/ja/business/small-business/\"],[\"大規模ビジネス\",\"https://workspace.google.com/intl/ja/solutions/enterprise/\"],[\"Education\",\"https://edu.google.com/intl/ja/products/workspace-for-education/education-fundamentals/\"],[\"非営利団体\",\"https://www.google.com/intl/ja/nonprofits/\"]]]]]],[[[\"料金\",\"https://workspace.google.com/intl/ja/pricing.html\",[[[\"エディションを選ぶ\",\"https://workspace.google.com/intl/ja/pricing.html\"]]]],[\"Add-ons\",null,[[[\"Gemini for Workspace\",\"https://workspace.google.com/solutions/ai/\"],[\"Meet ハードウェア\",\"https://workspace.google.com/intl/ja/products/meet-hardware/\"],[\"AppSheet\",\"https://about.appsheet.com/home/\"]]]]]],[[[\"関連情報\",\"https://workspace.google.com/intl/ja/faq/\",[[[\"リモートワーク\",\"https://workspace.google.com/intl/ja/working-remotely/\"],[\"セキュリティ\",\"https://workspace.google.com/intl/ja/security/\"],[\"事例紹介\",\"https://workspace.google.com/intl/ja/customers/\"],[\"よくある質問\",\"https://workspace.google.com/intl/ja/faq/\"],[\"パートナー\",\"https://cloud.withgoogle.com/partners/?products\\u003dGOOGLE_WORKSPACE_PRODUCT\"],[\"Marketplace\",\"https://workspace.google.com/intl/ja/marketplace/\"],[\"統合\",\"https://workspace.google.com/intl/ja/integrations/\"],[\"トレーニングと認定資格\",\"https://workspace.google.com/intl/ja/training/\"]]]]]],[[[\"学習とサポート\",\"https://workspace.google.com/intl/ja/support/\",[[[\"管理者用ヘルプ\",\"https://support.google.com/a/#topic\\u003d29157\"],[\"設定と導入のガイド\",\"https://workspace.google.com/setup/?hl\\u003dja\"],[\"ユーザー向けラーニング センター\",\"https://workspace.google.com/intl/ja/learning-center/\"],[\"管理者向けフォーラム\",\"https://productforums.google.com/forum/#!forum/apps\"],[\"Google Workspace ステータス ダッシュボード\",\"https://www.google.com/appsstatus#hl\\u003dja\"],[\"Google Workspace パートナーを探す\",\"https://www.google.com/a/partnersearch/?hl\\u003dja#home\"],[\"プレスリリース\",\"https://cloud.google.com/press/?hl\\u003dja\"]]]],[\"その他の Google サービス\",null,[[[\"Google Cloud\",\"https://cloud.google.com/?hl\\u003dja\"],[\"Chrome Enterprise\",\"https://chromeenterprise.google/\"],[\"Google ビジネス ソリューション\",\"https://www.google.com/intl/ja/services/\"],[\"Google 広告\",\"https://ads.google.com/home/?subid\\u003dja-ja-xs-aw-z-a-dyn-accounts_wsft!o3\"],[\"Business Messages\",\"https://businessmessages.google/\"],[\"ユーザー調査に参加する\",\"https://userresearch.google.com/?reserved\\u003d0\\u0026utm_source\\u003dgsuite.google.com\\u0026Q_Language\\u003den\\u0026utm_medium\\u003down_srch\\u0026utm_campaign\\u003dGlobal-GSuite\\u0026utm_term\\u003d0\\u0026utm_content\\u003d0\\u0026productTag\\u003dgafw\\u0026campaignDate\\u003dnov18\\u0026pType\\u003dbprof\\u0026referral_code\\u003dug422768\"]]]]]]]]],[\"ko\",[[[[[\"포함된 애플리케이션\",\"https://workspace.google.com/intl/ko/features/\",[[[\"Gmail\",\"https://workspace.google.com/intl/ko/products/gmail/\"],[\"Meet\",\"https://workspace.google.com/intl/ko/products/meet/\"],[\"Chat\",\"https://workspace.google.com/intl/ko/products/chat/\"],[\"Calendar\",\"https://workspace.google.com/intl/ko/products/calendar/\"],[\"Drive\",\"https://workspace.google.com/intl/ko/products/drive/\"],[\"Docs\",\"https://workspace.google.com/intl/ko/products/docs/\"],[\"Sheets\",\"https://workspace.google.com/intl/ko/products/sheets/\"],[\"Slides\",\"https://workspace.google.com/intl/ko/products/slides/\"],[\"설문지\",\"https://workspace.google.com/intl/ko/products/forms/\"],[\"사이트 도구\",\"https://workspace.google.com/intl/ko/products/sites/\"],[\"Keep\",\"https://workspace.google.com/intl/ko/products/keep/\"],[\"Apps Script\",\"https://workspace.google.com/intl/ko/products/apps-script/\"]]]]]],[[[\"보안 및 관리\",\"https://workspace.google.com/intl/ko/security/\",[[[\"관리\",\"https://workspace.google.com/intl/ko/products/admin/\"],[\"엔드포인트\",\"https://workspace.google.com/intl/ko/products/admin/endpoint/\"],[\"Vault\",\"https://workspace.google.com/intl/ko/products/vault/\"],[\"Work Insights\",\"https://workspace.google.com/intl/ko/products/workinsights/\"]]]],[\"솔루션\",\"https://workspace.google.com/intl/ko/solutions/\",[[[\"신규 업체\",\"https://workspace.google.com/intl/ko/business/new-business/\"],[\"중소기업\",\"https://workspace.google.com/intl/ko/business/small-business/\"],[\"엔터프라이즈\",\"https://workspace.google.com/intl/ko/solutions/enterprise/\"],[\"Education\",\"https://edu.google.com/products/workspace-for-education/education-fundamentals/\"],[\"비영리단체\",\"https://www.google.com/nonprofits/\"]]]]]],[[[\"가격\",\"https://workspace.google.com/intl/ko/pricing.html\",[[[\"버전 선택\",\"https://workspace.google.com/intl/ko/pricing.html\"]]]],[\"Add-ons\",null,[[[\"Workspace를 위한 Gemini\",\"https://workspace.google.com/solutions/ai/\"],[\"AppSheet\",\"https://about.appsheet.com/home/\"]]]]]],[[[\"리소스\",\"https://workspace.google.com/intl/ko/faq/\",[[[\"원격 근무\",\"https://workspace.google.com/intl/ko/working-remotely/\"],[\"보안\",\"https://workspace.google.com/intl/ko/security/\"],[\"FAQ\",\"https://workspace.google.com/intl/ko/faq/\"],[\"파트너\",\"https://cloud.withgoogle.com/partners/?products\\u003dGOOGLE_WORKSPACE_PRODUCT\"],[\"Marketplace\",\"https://workspace.google.com/intl/ko/marketplace/\"],[\"통합\",\"https://workspace.google.com/intl/ko/integrations/\"],[\"교육 및 인증\",\"https://workspace.google.com/intl/ko/training/\"]]]]]],[[[\"학습 및 지원\",\"https://workspace.google.com/intl/ko/support/\",[[[\"관리자 도움말\",\"https://support.google.com/a/#topic\\u003d29157\"],[\"설치 및 배포 센터\",\"https://workspace.google.com/setup/?hl\\u003dko\"],[\"사용자를 위한 학습 센터\",\"https://workspace.google.com/intl/ko/learning-center/\"],[\"관리자 포럼\",\"https://productforums.google.com/forum/#!forum/apps\"],[\"Google Workspace 대시보드\",\"https://www.google.com/appsstatus#hl\\u003dko\"],[\"Google Workspace 파트너 찾기\",\"https://www.google.com/a/partnersearch/?hl\\u003dko#home\"],[\"보도자료\",\"https://cloud.google.com/press/\"]]]],[\"Google의 다른 제품\",null,[[[\"Google Cloud\",\"https://cloud.google.com/?hl\\u003dko\"],[\"Chrome Enterprise\",\"https://chromeenterprise.google/\"],[\"Google 비즈니스 솔루션\",\"https://www.google.com/intl/ko_kr/business/\"],[\"Google Ads\",\"https://ads.google.com/home/?subid\\u003dkr-ko-xs-aw-z-a-dyn-accounts_wsft!o3\"],[\"Business Messages\",\"https://businessmessages.google/\"],[\"사용자 연구 참여\",\"https://userresearch.google.com/?reserved\\u003d0\\u0026utm_source\\u003dgsuite.google.com\\u0026Q_Language\\u003den\\u0026utm_medium\\u003down_srch\\u0026utm_campaign\\u003dGlobal-GSuite\\u0026utm_term\\u003d0\\u0026utm_content\\u003d0\\u0026productTag\\u003dgafw\\u0026campaignDate\\u003dnov18\\u0026pType\\u003dbprof\\u0026referral_code\\u003dug422768\"]]]]]]]]]]]","w2btAe":"%.@.null,null,\"\",false,null,null,true,false]","xn5OId":false,"xnI9P":true,"xwAfE":true,"y2FhP":"prod","yFnxrf":1884,"zChJod":"%.@.]"};</script><script nonce="VPAgGDZ-2QwvE3sUxywPmw">(function(){'use strict';var a=window,d=a.performance,l=k();a.cc_latency_start_time=d&&d.now?0:d&&d.timing&&d.timing.navigationStart?d.timing.navigationStart:l;function k(){return d&&d.now?d.now():(new Date).getTime()}function n(e){if(d&&d.now&&d.mark){var g=d.mark(e);if(g)return g.startTime;if(d.getEntriesByName&&(e=d.getEntriesByName(e).pop()))return e.startTime}return k()}a.onaft=function(){n("aft")};a._isLazyImage=function(e){return e.hasAttribute("data-src")||e.hasAttribute("data-ils")||e.getAttribute("loading")==="lazy"}; a.l=function(e){function g(b){var c={};c[b]=k();a.cc_latency.push(c)}function m(b){var c=n("iml");b.setAttribute("data-iml",c);return c}a.cc_aid=e;a.iml_start=a.cc_latency_start_time;a.css_size=0;a.cc_latency=[];a.ccTick=g;a.onJsLoad=function(){g("jsl")};a.onCssLoad=function(){g("cssl")};a._isVisible=function(b,c){if(!c||c.style.display=="none")return!1;var f=b.defaultView;if(f&&f.getComputedStyle&&(f=f.getComputedStyle(c),f.height=="0px"||f.width=="0px"||f.visibility=="hidden"))return!1;if(!c.getBoundingClientRect)return!0; var h=c.getBoundingClientRect();c=h.left+a.pageXOffset;f=h.top+a.pageYOffset;if(f+h.height<0||c+h.width<0||h.height<=0||h.width<=0)return!1;b=b.documentElement;return f<=(a.innerHeight||b.clientHeight)&&c<=(a.innerWidth||b.clientWidth)};a._recordImlEl=m;document.documentElement.addEventListener("load",function(b){b=b.target;var c;b.tagName!="IMG"||b.hasAttribute("data-iid")||a._isLazyImage(b)||b.hasAttribute("data-noaft")||(c=m(b));if(a.aft_counter&&(b=a.aft_counter.indexOf(b),b!==-1&&(b=a.aft_counter.splice(b, 1).length===1,a.aft_counter.length===0&&b&&c)))a.onaft(c)},!0);a.prt=-1;a.wiz_tick=function(){var b=n("prt");a.prt=b}};}).call(this); l('DK1zsb')</script><script nonce="VPAgGDZ-2QwvE3sUxywPmw">var _F_cssRowKey = 'boq-cloudx-web-blog.TransformBlogUi.kBvWwdAt86U.L.X.O';var _F_combinedSignature = 'AHrnUqUMne414GLMZipCdLurIRsd0ykfYQ';function _DumpException(e) {throw e;}</script><link rel="stylesheet" href="https://www.gstatic.com/_/mss/boq-cloudx-web-blog/_/ss/k=boq-cloudx-web-blog.TransformBlogUi.kBvWwdAt86U.L.X.O/am=OBgwCw/d=1/ed=1/rs=AHrnUqUdHr1ILLldbe8xmK4BOgod6WRp4g/m=articleview,_b,_tp" data-id="_cl" nonce="RHxucXF51VIJUX6Zr9qBEA"><script nonce="VPAgGDZ-2QwvE3sUxywPmw">onCssLoad();</script><style nonce="RHxucXF51VIJUX6Zr9qBEA">@font-face{font-family:'Product Sans';font-style:normal;font-weight:400;src:url(https://fonts.gstatic.com/s/productsans/v9/pxiDypQkot1TnFhsFMOfGShVF9eK.eot);}@font-face{font-family:'Google Sans';font-style:normal;font-weight:400;src:url(https://fonts.gstatic.com/s/googlesans/v58/4Ua_rENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iqcsih3SAyH6cAwhX9RFD48TE63OOYKtrwEIJllpy0.eot);}@font-face{font-family:'Google Sans';font-style:normal;font-weight:500;src:url(https://fonts.gstatic.com/s/googlesans/v58/4Ua_rENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iqcsih3SAyH6cAwhX9RFD48TE63OOYKtrw2IJllpy0.eot);}@font-face{font-family:'Google Sans';font-style:normal;font-weight:700;src:url(https://fonts.gstatic.com/s/googlesans/v58/4Ua_rENHsxJlGDuGo1OIlJfC6l_24rlCK1Yo_Iqcsih3SAyH6cAwhX9RFD48TE63OOYKtrzjJ5llpy0.eot);}@font-face{font-family:'Google Sans Display';font-style:normal;font-weight:400;src:url(https://fonts.gstatic.com/s/googlesansdisplay/v13/ea8FacM9Wef3EJPWRrHjgE4B6CnlZxHVDv79pQ.eot);}@font-face{font-family:'Google Sans Display';font-style:normal;font-weight:500;src:url(https://fonts.gstatic.com/s/googlesansdisplay/v13/ea8IacM9Wef3EJPWRrHjgE4B6CnlZxHVBg3etBD7SA.eot);}@font-face{font-family:'Google Sans Display';font-style:normal;font-weight:700;src:url(https://fonts.gstatic.com/s/googlesansdisplay/v13/ea8IacM9Wef3EJPWRrHjgE4B6CnlZxHVBkXYtBD7SA.eot);}</style><script nonce="VPAgGDZ-2QwvE3sUxywPmw">(function(){'use strict';function e(){var a=g,b=0;return function(){return b<a.length?{done:!1,value:a[b++]}:{done:!0}}};/* Copyright The Closure Library Authors. SPDX-License-Identifier: Apache-2.0 */ var l=this||self;/* Copyright 2024 Google, Inc SPDX-License-Identifier: MIT */ var m=["focus","blur","error","load","toggle"];function n(a){return a==="mouseenter"?"mouseover":a==="mouseleave"?"mouseout":a==="pointerenter"?"pointerover":a==="pointerleave"?"pointerout":a};function p(a){this.l={};this.m={};this.i=null;this.g=[];this.o=a}p.prototype.handleEvent=function(a,b,c){q(this,{eventType:a,event:b,targetElement:b.target,eic:c,timeStamp:Date.now(),eia:void 0,eirp:void 0,eiack:void 0})};function q(a,b){if(a.i)a.i(b);else{b.eirp=!0;var c;(c=a.g)==null||c.push(b)}} function r(a,b,c){if(!(b in a.l)&&a.o){var d=function(h,f,B){a.handleEvent(h,f,B)};a.l[b]=d;c=n(c||b);if(c!==b){var k=a.m[c]||[];k.push(b);a.m[c]=k}a.o.addEventListener(c,function(h){return function(f){d(b,f,h)}},void 0)}}p.prototype.j=function(a){return this.l[a]};p.prototype.ecrd=function(a){this.i=a;var b;if((b=this.g)==null?0:b.length){for(a=0;a<this.g.length;a++)q(this,this.g[a]);this.g=null}};var t=typeof navigator!=="undefined"&&/iPhone|iPad|iPod/.test(navigator.userAgent);function u(a){this.g=a;this.i=[]}u.prototype.addEventListener=function(a,b,c){t&&(this.g.style.cursor="pointer");var d=this.i,k=d.push,h=this.g;b=b(this.g);var f=!1;m.indexOf(a)>=0&&(f=!0);h.addEventListener(a,b,typeof c==="boolean"?{capture:f,passive:c}:f);k.call(d,{eventType:a,j:b,capture:f,passive:c})};var g="click dblclick focus focusin blur error focusout keydown keyup keypress load mouseover mouseout mouseenter mouseleave submit toggle touchstart touchend touchmove touchcancel auxclick change compositionstart compositionupdate compositionend beforeinput input select textinput copy cut paste mousedown mouseup wheel contextmenu dragover dragenter dragleave drop dragstart dragend pointerdown pointermove pointerup pointercancel pointerenter pointerleave pointerover pointerout gotpointercapture lostpointercapture ended loadedmetadata pagehide pageshow visibilitychange beforematch".split(" "); if(!(g instanceof Array)){var v;var w=typeof Symbol!="undefined"&&Symbol.iterator&&g[Symbol.iterator];if(w)v=w.call(g);else if(typeof g.length=="number")v={next:e()};else throw Error(String(g)+" is not an iterable or ArrayLike");for(var x,y=[];!(x=v.next()).done;)y.push(x.value)};var z=function(a){return{trigger:function(b){var c=a.j(b.type);c||(r(a,b.type),c=a.j(b.type));var d=b.target||b.srcElement;c&&c(b.type,b,d.ownerDocument.documentElement)},configure:function(b){b(a)}}}(function(){var a=window,b=new u(a.document.documentElement),c=new p(b);g.forEach(function(h){return r(c,h)});var d,k;"onwebkitanimationend"in a&&(d="webkitAnimationEnd");r(c,"animationend",d);"onwebkittransitionend"in a&&(k="webkitTransitionEnd");r(c,"transitionend",k);return{s:c,u:b}}().s),A=["BOQ_wizbind"], C=window||l;A[0]in C||typeof C.execScript=="undefined"||C.execScript("var "+A[0]);for(var D;A.length&&(D=A.shift());)A.length||z===void 0?C[D]&&C[D]!==Object.prototype[D]?C=C[D]:C=C[D]={}:C[D]=z;}).call(this); </script><script noCollect src="https://www.gstatic.com/_/mss/boq-cloudx-web-blog/_/js/k=boq-cloudx-web-blog.TransformBlogUi.en_US.gC3IVRdc-js.es5.O/am=OBgwCw/d=1/excm=_b,_tp,articleview/ed=1/dg=0/wt=2/ujg=1/rs=AHrnUqUC0U47L_N8kMcLkQijaVUP_3FZOw/m=_b,_tp" defer id="base-js" fetchpriority="high" nonce="VPAgGDZ-2QwvE3sUxywPmw"></script><script nonce="VPAgGDZ-2QwvE3sUxywPmw">if (window.BOQ_loadedInitialJS) {onJsLoad();} else {document.getElementById('base-js').addEventListener('load', onJsLoad, false);}</script><script nonce="VPAgGDZ-2QwvE3sUxywPmw"> window['_wjdc'] = function (d) {window['_wjdd'] = d}; </script><title>At COP29, thoughts on cloud, AI and climate change | Google Cloud Blog</title><meta name="description" content="The combination of AI and cloud technologies have the potential to unlock climate change solutions that are both transformational and global in scale."><meta name="robots" content="max-image-preview:large"><meta property="og:title" content="At COP29, thoughts on cloud, AI and climate change | Google Cloud Blog"><meta property="og:type" content="website"><meta property="og:url" content="https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change"><meta property="og:image" content="https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg"><meta property="og:description" content="The combination of AI and cloud technologies have the potential to unlock climate change solutions that are both transformational and global in scale."><meta property="og:site_name" content="Google Cloud Blog"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:url" content="https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change"><meta name="twitter:title" content="At COP29, thoughts on cloud, AI and climate change | Google Cloud Blog"><meta name="twitter:description" content="The combination of AI and cloud technologies have the potential to unlock climate change solutions that are both transformational and global in scale."><meta name="twitter:image" content="https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg"><meta name="twitter:site" content="@googlecloud"><script type="application/ld+json">{"@context":"https://schema.org","@type":"BlogPosting","@id":"https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change","headline":"At COP29, thoughts on cloud, AI and climate change","description":"The combination of AI and cloud technologies have the potential to unlock climate change solutions that are both transformational and global in scale.","image":"https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg","author":[{"@type":"Person","name":"Justin Keeble","url":""},{"@type":"Person","name":"Denise Pearl","url":""}],"datePublished":"2024-11-16","publisher":{"@type":"Organization","name":"Google Cloud","logo":{"@type":"ImageObject","url":"https://www.gstatic.com/devrel-devsite/prod/v8bb8fa0afe9a8c3a776ebeb25d421bb443344d789b3607754dfabea418b8c4be/cloud/images/cloud-logo.svg"}},"url":"https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change","keywords":["Sustainability","AI \u0026 Machine Learning"],"timeRequired":"PT5M"}</script><link rel="canonical" href="https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change"><meta name="track-metadata-page_post_title" content="At COP29, thoughts on cloud, AI and climate change"><meta name="track-metadata-page_post_labels" content="Sustainability"><meta name="track-metadata-page_first_published" content="2024-11-16 12:11:00"><meta name="track-metadata-page_last_published" content="2024-11-16 09:11:00"><meta name="track-metadata-page_post_author" content="Justin Keeble"><meta name="track-metadata-page_post_author_role" content="Managing Director for Global Sustainability"><header jsaction="rcuQ6b:npT2md" jscontroller="o60eef" class="glue-header nRhiJb-tJHJj-OWXEXe-kFx1Ae" id="kO001e"><a href="./#content" class="glue-header__link glue-header__skip-content">Jump to Content</a><div class="glue-header__bar glue-header__bar--mobile DFb9Jf" track-metadata-module="header"><div class="nRhiJb-mb9u9d"><div class="glue-header__container JF2WI"><div class="nRhiJb-o2XRw-yHKmmc lUwpmd"><div class="nRhiJb-rSCjMe"><a class="nRhiJb-rSCjMe-hSRGPd" href="https://cloud.google.com/" title="Google Cloud" track-name="google cloud"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/"track-metadata-module="header"><div class="nRhiJb-rSCjMe-haAclf"><svg class="glue-header__logo-svg" viewBox="0 0 74 24" role="presentation" aria-hidden="true"><path fill="#4285F4" d="M9.24 8.19v2.46h5.88c-.18 1.38-.64 2.39-1.34 3.1-.86.86-2.2 1.8-4.54 1.8-3.62 0-6.45-2.92-6.45-6.54s2.83-6.54 6.45-6.54c1.95 0 3.38.77 4.43 1.76L15.4 2.5C13.94 1.08 11.98 0 9.24 0 4.28 0 .11 4.04.11 9s4.17 9 9.13 9c2.68 0 4.7-.88 6.28-2.52 1.62-1.62 2.13-3.91 2.13-5.75 0-.57-.04-1.1-.13-1.54H9.24z"></path><path fill="#EA4335" d="M25 6.19c-3.21 0-5.83 2.44-5.83 5.81 0 3.34 2.62 5.81 5.83 5.81s5.83-2.46 5.83-5.81c0-3.37-2.62-5.81-5.83-5.81zm0 9.33c-1.76 0-3.28-1.45-3.28-3.52 0-2.09 1.52-3.52 3.28-3.52s3.28 1.43 3.28 3.52c0 2.07-1.52 3.52-3.28 3.52z"></path><path fill="#4285F4" d="M53.58 7.49h-.09c-.57-.68-1.67-1.3-3.06-1.3C47.53 6.19 45 8.72 45 12c0 3.26 2.53 5.81 5.43 5.81 1.39 0 2.49-.62 3.06-1.32h.09v.81c0 2.22-1.19 3.41-3.1 3.41-1.56 0-2.53-1.12-2.93-2.07l-2.22.92c.64 1.54 2.33 3.43 5.15 3.43 2.99 0 5.52-1.76 5.52-6.05V6.49h-2.42v1zm-2.93 8.03c-1.76 0-3.1-1.5-3.1-3.52 0-2.05 1.34-3.52 3.1-3.52 1.74 0 3.1 1.5 3.1 3.54.01 2.03-1.36 3.5-3.1 3.5z"></path><path fill="#FBBC05" d="M38 6.19c-3.21 0-5.83 2.44-5.83 5.81 0 3.34 2.62 5.81 5.83 5.81s5.83-2.46 5.83-5.81c0-3.37-2.62-5.81-5.83-5.81zm0 9.33c-1.76 0-3.28-1.45-3.28-3.52 0-2.09 1.52-3.52 3.28-3.52s3.28 1.43 3.28 3.52c0 2.07-1.52 3.52-3.28 3.52z"></path><path fill="#34A853" d="M58 .24h2.51v17.57H58z"></path><path fill="#EA4335" d="M68.26 15.52c-1.3 0-2.22-.59-2.82-1.76l7.77-3.21-.26-.66c-.48-1.3-1.96-3.7-4.97-3.7-2.99 0-5.48 2.35-5.48 5.81 0 3.26 2.46 5.81 5.76 5.81 2.66 0 4.2-1.63 4.84-2.57l-1.98-1.32c-.66.96-1.56 1.6-2.86 1.6zm-.18-7.15c1.03 0 1.91.53 2.2 1.28l-5.25 2.17c0-2.44 1.73-3.45 3.05-3.45z"></path></svg></div><span class="nRhiJb-rSCjMe-OWXEXe-UBMNlb khBwGd">Cloud</span></a></div></div><div class="glue-header__hamburger s6BfRd"><button class="glue-header__drawer-toggle-btn" aria-label="Open the navigation drawer"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M3 18h18v-2H3v2zm0-5h18v-2H3v2zm0-7v2h18V6H3z"></path></svg></button></div><div class="nRhiJb-o2XRw-yHKmmc UrjqX"><div class="nRhiJb-rSCjMe"><a class="nRhiJb-rSCjMe-hSRGPd" href="https://cloud.google.com/blog" title="Google Cloud Blog" track-name="blog"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog"track-metadata-module="header"><span class="nRhiJb-rSCjMe-OWXEXe-UBMNlb khBwGd">Blog</span></a></div></div></div><div class="glue-header__container ca6rub"><div class="nRhiJb-GUI8l"><a class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-pSzOP-o6Shpd " href="https://cloud.google.com/contact/" track-name="contact sales"track-type="blog nav"track-metadata-eventdetail="cloud.google.com/contact/"track-metadata-module="header" track-name="contact sales"track-type="button"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/contact/">Contact sales </a><a class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-CNusmb-o6Shpd " href="https://console.cloud.google.com/freetrial/" track-name="get started for free"track-type="blog nav"track-metadata-eventdetail="console.cloud.google.com/freetrial/"track-metadata-module="header" track-name="get started for free"track-type="button"track-metadata-position="nav"track-metadata-eventdetail="console.cloud.google.com/freetrial/">Get started for free </a></div><div class="GKI4ub"><div class="Jhiezd"><form action="/blog/search/" class="A2C6Ob"><input class="BAhdXd" jsname="oJAbI" name="query" type="text" placeholder="Find an article..."><input type="hidden" name="language" value=en hidden><input type="hidden" name="category" value=article hidden><input type="hidden" name="paginate" value="25" hidden><input type="hidden" name="order" value="newest" hidden><input type="hidden" name="hl" value=en hidden><span class="A0lwXc" jsname="D8MWrd" aria-label="Show the search input field." role="button" jsaction="click:jUF4E"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c" viewBox="0 0 24 24" role="presentation" aria-hidden="true" width="40" height="22"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM5 9.5C5 7.01 7.01 5 9.5 5S14 7.01 14 9.5 11.99 14 9.5 14 5 11.99 5 9.5z"></path></svg></span></form></div></div></div></div></div><div class="glue-header__bar glue-header__bar--desktop glue-header__drawer YcctDe" track-metadata-module="header"><div class="nRhiJb-mb9u9d M7RUq"><div class="glue-header__container JF2WI"><div class="nRhiJb-o2XRw-yHKmmc lUwpmd"><div class="nRhiJb-rSCjMe"><a class="nRhiJb-rSCjMe-hSRGPd" href="https://cloud.google.com/" title="Google Cloud" track-name="google cloud"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/"track-metadata-module="header"><div class="nRhiJb-rSCjMe-haAclf"><svg class="glue-header__logo-svg" viewBox="0 0 74 24" role="presentation" aria-hidden="true"><path fill="#4285F4" d="M9.24 8.19v2.46h5.88c-.18 1.38-.64 2.39-1.34 3.1-.86.86-2.2 1.8-4.54 1.8-3.62 0-6.45-2.92-6.45-6.54s2.83-6.54 6.45-6.54c1.95 0 3.38.77 4.43 1.76L15.4 2.5C13.94 1.08 11.98 0 9.24 0 4.28 0 .11 4.04.11 9s4.17 9 9.13 9c2.68 0 4.7-.88 6.28-2.52 1.62-1.62 2.13-3.91 2.13-5.75 0-.57-.04-1.1-.13-1.54H9.24z"></path><path fill="#EA4335" d="M25 6.19c-3.21 0-5.83 2.44-5.83 5.81 0 3.34 2.62 5.81 5.83 5.81s5.83-2.46 5.83-5.81c0-3.37-2.62-5.81-5.83-5.81zm0 9.33c-1.76 0-3.28-1.45-3.28-3.52 0-2.09 1.52-3.52 3.28-3.52s3.28 1.43 3.28 3.52c0 2.07-1.52 3.52-3.28 3.52z"></path><path fill="#4285F4" d="M53.58 7.49h-.09c-.57-.68-1.67-1.3-3.06-1.3C47.53 6.19 45 8.72 45 12c0 3.26 2.53 5.81 5.43 5.81 1.39 0 2.49-.62 3.06-1.32h.09v.81c0 2.22-1.19 3.41-3.1 3.41-1.56 0-2.53-1.12-2.93-2.07l-2.22.92c.64 1.54 2.33 3.43 5.15 3.43 2.99 0 5.52-1.76 5.52-6.05V6.49h-2.42v1zm-2.93 8.03c-1.76 0-3.1-1.5-3.1-3.52 0-2.05 1.34-3.52 3.1-3.52 1.74 0 3.1 1.5 3.1 3.54.01 2.03-1.36 3.5-3.1 3.5z"></path><path fill="#FBBC05" d="M38 6.19c-3.21 0-5.83 2.44-5.83 5.81 0 3.34 2.62 5.81 5.83 5.81s5.83-2.46 5.83-5.81c0-3.37-2.62-5.81-5.83-5.81zm0 9.33c-1.76 0-3.28-1.45-3.28-3.52 0-2.09 1.52-3.52 3.28-3.52s3.28 1.43 3.28 3.52c0 2.07-1.52 3.52-3.28 3.52z"></path><path fill="#34A853" d="M58 .24h2.51v17.57H58z"></path><path fill="#EA4335" d="M68.26 15.52c-1.3 0-2.22-.59-2.82-1.76l7.77-3.21-.26-.66c-.48-1.3-1.96-3.7-4.97-3.7-2.99 0-5.48 2.35-5.48 5.81 0 3.26 2.46 5.81 5.76 5.81 2.66 0 4.2-1.63 4.84-2.57l-1.98-1.32c-.66.96-1.56 1.6-2.86 1.6zm-.18-7.15c1.03 0 1.91.53 2.2 1.28l-5.25 2.17c0-2.44 1.73-3.45 3.05-3.45z"></path></svg></div><span class="nRhiJb-rSCjMe-OWXEXe-UBMNlb khBwGd">Cloud</span></a></div></div><div class="nRhiJb-o2XRw-yHKmmc UrjqX"><div class="nRhiJb-rSCjMe"><a class="nRhiJb-rSCjMe-hSRGPd" href="https://cloud.google.com/blog" title="Google Cloud Blog" track-name="blog"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog"track-metadata-module="header"><span class="nRhiJb-rSCjMe-OWXEXe-UBMNlb khBwGd">Blog</span></a></div></div></div><div class="glue-header__container glue-header__stepped-nav LKvi8b" role="navigation"><div class="glue-header__stepped-nav-controls-container"><div class="glue-header__stepped-nav-controls"><div class="glue-header__stepped-nav-controls-arrow"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M16.41 5.41L15 4l-8 8 8 8 1.41-1.41L9.83 12"></path></svg><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G glue-header__stepped-nav-subnav-icon" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M7.59 18.59L9 20l8-8-8-8-1.41 1.41L14.17 12"></path></svg></div><div class="glue-header__stepped-nav-controls-title glue-header__link"></div></div></div><div class="glue-header__stepped-nav-menus"></div></div><div class="glue-header__container nRhiJb-J6KYL-OWXEXe-Q4irje"><nav class="glue-header__link-bar"><ul class="glue-header__list glue-header__list--nested glue-header__deep-nav URiJfb"><li class="glue-header__item "><a class="glue-header__link">Solutions &amp; technology<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M5.41 7.59L4 9l8 8 8-8-1.41-1.41L12 14.17"></path></svg></a><ul class="glue-header__list NDdrcc"><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/ai-machine-learning" track-name="ai &amp; machine learning"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning"track-metadata-module="header"><span>AI &amp; Machine Learning</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/api-management" track-name="api management"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/api-management"track-metadata-module="header"><span>API Management</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/application-development" track-name="application development"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/application-development"track-metadata-module="header"><span>Application Development</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/application-modernization" track-name="application modernization"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/application-modernization"track-metadata-module="header"><span>Application Modernization</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/chrome-enterprise" track-name="chrome enterprise"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/chrome-enterprise"track-metadata-module="header"><span>Chrome Enterprise</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/compute" track-name="compute"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/compute"track-metadata-module="header"><span>Compute</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/containers-kubernetes" track-name="containers &amp; kubernetes"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/containers-kubernetes"track-metadata-module="header"><span>Containers &amp; Kubernetes</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/data-analytics" track-name="data analytics"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics"track-metadata-module="header"><span>Data Analytics</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/databases" track-name="databases"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/databases"track-metadata-module="header"><span>Databases</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/devops-sre" track-name="devops &amp; sre"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/devops-sre"track-metadata-module="header"><span>DevOps &amp; SRE</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/maps-geospatial" track-name="maps &amp; geospatial"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/maps-geospatial"track-metadata-module="header"><span>Maps &amp; Geospatial</span></a></li><li class="glue-header__item "><a class="glue-header__link janap">Security<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M7.59 18.59L9 20l8-8-8-8-1.41 1.41L14.17 12"></path></svg></a><ul class="glue-header__list NDdrcc"><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/identity-security" track-name="security &amp; identity"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/identity-security"track-metadata-module="header"><span>Security &amp; Identity</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/threat-intelligence" track-name="threat intelligence"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/threat-intelligence"track-metadata-module="header"><span>Threat Intelligence</span></a></li></ul></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/infrastructure" track-name="infrastructure"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/infrastructure"track-metadata-module="header"><span>Infrastructure</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/infrastructure-modernization" track-name="infrastructure modernization"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/infrastructure-modernization"track-metadata-module="header"><span>Infrastructure Modernization</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/networking" track-name="networking"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/networking"track-metadata-module="header"><span>Networking</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/productivity-collaboration" track-name="productivity &amp; collaboration"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/productivity-collaboration"track-metadata-module="header"><span>Productivity &amp; Collaboration</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/sap-google-cloud" track-name="sap on google cloud"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/sap-google-cloud"track-metadata-module="header"><span>SAP on Google Cloud</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/storage-data-transfer" track-name="storage &amp; data transfer"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/storage-data-transfer"track-metadata-module="header"><span>Storage &amp; Data Transfer</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/sustainability" track-name="sustainability"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/sustainability"track-metadata-module="header"><span>Sustainability</span></a></li></ul></li><li class="glue-header__item "><a class="glue-header__link">Ecosystem<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M5.41 7.59L4 9l8 8 8-8-1.41-1.41L12 14.17"></path></svg></a><ul class="glue-header__list NDdrcc"><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/transform" track-name="it leaders"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/transform"track-metadata-module="header"><span>IT Leaders</span></a></li><li class="glue-header__item "><a class="glue-header__link janap">Industries<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M7.59 18.59L9 20l8-8-8-8-1.41 1.41L14.17 12"></path></svg></a><ul class="glue-header__list NDdrcc"><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/financial-services" track-name="financial services"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/financial-services"track-metadata-module="header"><span>Financial Services</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/healthcare-life-sciences" track-name="healthcare &amp; life sciences"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/healthcare-life-sciences"track-metadata-module="header"><span>Healthcare &amp; Life Sciences</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/manufacturing" track-name="manufacturing"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/manufacturing"track-metadata-module="header"><span>Manufacturing</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/products/media-entertainment" track-name="media &amp; entertainment"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/products/media-entertainment"track-metadata-module="header"><span>Media &amp; Entertainment</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/public-sector" track-name="public sector"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/public-sector"track-metadata-module="header"><span>Public Sector</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/retail" track-name="retail"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/retail"track-metadata-module="header"><span>Retail</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/supply-chain-logistics" track-name="supply chain"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/supply-chain-logistics"track-metadata-module="header"><span>Supply Chain</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/telecommunications" track-name="telecommunications"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/telecommunications"track-metadata-module="header"><span>Telecommunications</span></a></li></ul></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/partners" track-name="partners"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/partners"track-metadata-module="header"><span>Partners</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/startups" track-name="startups &amp; smb"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/startups"track-metadata-module="header"><span>Startups &amp; SMB</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/training-certifications" track-name="training &amp; certifications"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/training-certifications"track-metadata-module="header"><span>Training &amp; Certifications</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/inside-google-cloud" track-name="inside google cloud"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/inside-google-cloud"track-metadata-module="header"><span>Inside Google Cloud</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/blog/topics/google-cloud-next" track-name="google cloud next &amp; events"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/google-cloud-next"track-metadata-module="header"><span>Google Cloud Next &amp; Events</span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://mapsplatform.google.com/resources/blog/" track-name="google maps platform"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="mapsplatform.google.com/resources/blog/"track-metadata-module="header" target="_blank"><span>Google Maps Platform<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G FsOzib nRhiJb-tHaKme-AipIyc" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="m8.9 16.075 5.4-5.4v2.675h1.4V8.3h-5.05v1.4h2.65l-5.375 5.375ZM12 21.3q-1.925 0-3.625-.738-1.7-.737-2.95-1.987-1.25-1.25-1.987-2.95Q2.7 13.925 2.7 12t.738-3.625q.737-1.7 1.987-2.95 1.25-1.25 2.95-1.988Q10.075 2.7 12 2.7t3.625.737q1.7.738 2.95 1.988 1.25 1.25 1.987 2.95.738 1.7.738 3.625t-.738 3.625q-.737 1.7-1.987 2.95-1.25 1.25-2.95 1.987-1.7.738-3.625.738Z"></path></svg></span></a></li><li class="glue-header__item "><a class="glue-header__link janap " href="https://workspace.google.com/blog" track-name="google workspace"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="workspace.google.com/blog"track-metadata-module="header" target="_blank"><span>Google Workspace<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G FsOzib nRhiJb-tHaKme-AipIyc" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="m8.9 16.075 5.4-5.4v2.675h1.4V8.3h-5.05v1.4h2.65l-5.375 5.375ZM12 21.3q-1.925 0-3.625-.738-1.7-.737-2.95-1.987-1.25-1.25-1.987-2.95Q2.7 13.925 2.7 12t.738-3.625q.737-1.7 1.987-2.95 1.25-1.25 2.95-1.988Q10.075 2.7 12 2.7t3.625.737q1.7.738 2.95 1.988 1.25 1.25 1.987 2.95.738 1.7.738 3.625t-.738 3.625q-.737 1.7-1.987 2.95-1.25 1.25-2.95 1.987-1.7.738-3.625.738Z"></path></svg></span></a></li></ul></li><li class="glue-header__item "><a class="glue-header__link " href="https://cloud.google.com/blog/topics/developers-practitioners" track-name="developers &amp; practitioners"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/developers-practitioners"track-metadata-module="header"><span>Developers &amp; Practitioners</span></a></li><li class="glue-header__item "><a class="glue-header__link " href="https://cloud.google.com/transform" track-name="transform with google cloud"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/transform"track-metadata-module="header"><span>Transform with Google Cloud</span></a></li></ul></nav></div><div class="glue-header__container ca6rub nRhiJb-J6KYL-OWXEXe-SU0ZEf"><div class="nRhiJb-GUI8l"><a class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-pSzOP-o6Shpd " href="https://cloud.google.com/contact/" track-name="contact sales"track-type="blog nav"track-metadata-eventdetail="cloud.google.com/contact/"track-metadata-module="header" track-name="contact sales"track-type="button"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/contact/">Contact sales </a><a class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-CNusmb-o6Shpd " href="https://console.cloud.google.com/freetrial/" track-name="get started for free"track-type="blog nav"track-metadata-eventdetail="console.cloud.google.com/freetrial/"track-metadata-module="header" track-name="get started for free"track-type="button"track-metadata-position="nav"track-metadata-eventdetail="console.cloud.google.com/freetrial/">Get started for free </a></div><div class="GKI4ub"><div class="Jhiezd"><form action="/blog/search/" class="A2C6Ob"><input class="BAhdXd" jsname="oJAbI" name="query" type="text" placeholder="Find an article..."><input type="hidden" name="language" value=en hidden><input type="hidden" name="category" value=article hidden><input type="hidden" name="paginate" value="25" hidden><input type="hidden" name="order" value="newest" hidden><input type="hidden" name="hl" value=en hidden><span class="A0lwXc" jsname="D8MWrd" aria-label="Show the search input field." role="button" jsaction="click:jUF4E"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c" viewBox="0 0 24 24" role="presentation" aria-hidden="true" width="40" height="22"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM5 9.5C5 7.01 7.01 5 9.5 5S14 7.01 14 9.5 11.99 14 9.5 14 5 11.99 5 9.5z"></path></svg></span></form></div></div></div></div></div><div class="glue-header__drawer-backdrop"></div></header><script nonce="VPAgGDZ-2QwvE3sUxywPmw">var AF_initDataKeys = ["ds:0"]; var AF_dataServiceRequests = {'ds:0' : {id:'nInjGe',request:["cloudblog","topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change","en"]}}; var AF_initDataChunkQueue = []; var AF_initDataCallback; var AF_initDataInitializeCallback; if (AF_initDataInitializeCallback) {AF_initDataInitializeCallback(AF_initDataKeys, AF_initDataChunkQueue, AF_dataServiceRequests);}if (!AF_initDataCallback) {AF_initDataCallback = function(chunk) {AF_initDataChunkQueue.push(chunk);};}</script></head><body id="yDmH0d" jscontroller="pjICDe" jsaction="rcuQ6b:npT2md; click:FAbpgf; auxclick:FAbpgf" class="tQj5Y ghyPEc IqBfM ecJEib EWZcud nRhiJb-qJTHM" data-has-header="true" data-has-footer="true"><script aria-hidden="true" nonce="VPAgGDZ-2QwvE3sUxywPmw">window.wiz_progress&&window.wiz_progress();</script><div class="VUoKZ" aria-hidden="true"><div class="TRHLAc"></div></div><c-wiz jsrenderer="zPZHOe" class="SSPGKf" jsdata="deferred-i1" data-p="%.@.&quot;cloudblog&quot;,&quot;topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change&quot;,&quot;en&quot;]" data-node-index="0;0" jsmodel="hc6Ubd" view c-wiz data-ogpc><div class="T4LgNb " jsname="a9kxte"><div jsname="qJTHM" class="kFwPee"><article class="nRhiJb-qJTHM" jsaction="rcuQ6b:npT2md" jscontroller="kxO7ab"><section class="nRhiJb-DARUcf"><div class="Wdmc0c nRhiJb-DbgRPb-wNfPc-cGMI2b"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd dIsJJe" track-name="sustainability"track-type="tag">Sustainability</div><div class="nRhiJb-ObfsIf"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-R6PoUb"></div><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-EehZO nRhiJb-fmcmS-oXtfBe"><h1 class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-ibL1re"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-ibL1re"><span class="FewWi"></span>How cloud and AI are bringing scale to corporate climate mitigation and adaptation</div></h1></div></div><div class="nRhiJb-fmcmS-oXtfBe dEogG">November 16, 2024</div></div></section><div class="EKklye"><div class="nRhiJb-DARUcf ZWw7T"><div class="npzWPc"><div class="dzoHJ"><div class="nRhiJb-DX2B6 nRhiJb-DX2B6-OWXEXe-h30Snd"><div class="nRhiJb-j5y3u"><ul class="nRhiJb-Qijihe phRaUe" role="list"><li class="hpHPGf"><a class="nRhiJb-ARYxNe" href="https://x.com/intent/tweet?text=How%20cloud%20and%20AI%20are%20bringing%20scale%20to%20corporate%20climate%20mitigation%20and%20adaptation%20@googlecloud&amp;url=https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change" track-name="x"track-type="social share"track-metadata-eventdetail="x.com/intent/tweet?text=How cloud and AI are bringing scale to corporate climate mitigation and adaptation%20@googlecloud&amp;url=cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change"track-metadata-module="social icons" target="_blank" rel="noopener"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-DX2B6 nRhiJb-Bz112c-OWXEXe-nSuQf" viewBox="0 0 24 24" role="presentation" aria-hidden="true" role="presentation" aria-hidden="true"><path d="M13.9,10.5L21.1,2h-1.7l-6.3,7.4L8,2H2.2l7.6,11.1L2.2,22h1.7l6.7-7.8L16,22h5.8L13.9,10.5L13.9,10.5z M11.5,13.2l-0.8-1.1 L4.6,3.3h2.7l5,7.1l0.8,1.1l6.5,9.2h-2.7L11.5,13.2L11.5,13.2z"></path></svg></a></li><li class="hpHPGf"><a class="nRhiJb-ARYxNe" href="https://www.linkedin.com/shareArticle?mini=true&amp;url=https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change&amp;title=How%20cloud%20and%20AI%20are%20bringing%20scale%20to%20corporate%20climate%20mitigation%20and%20adaptation" track-name="linkedin"track-type="social share"track-metadata-eventdetail="www.linkedin.com/shareArticle?mini=true&amp;url=cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change&amp;title=How cloud and AI are bringing scale to corporate climate mitigation and adaptation"track-metadata-module="social icons" target="_blank" rel="noopener"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-DX2B6 nRhiJb-Bz112c-OWXEXe-nSuQf" viewBox="0 0 24 24" role="presentation" aria-hidden="true" role="presentation" aria-hidden="true"><path d="M20 2H4c-1.1 0-1.99.9-1.99 2L2 20c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V4c0-1.1-.9-2-2-2zM8 19H5v-9h3v9zM6.5 8.31c-1 0-1.81-.81-1.81-1.81S5.5 4.69 6.5 4.69s1.81.81 1.81 1.81S7.5 8.31 6.5 8.31zM19 19h-3v-5.3c0-.83-.67-1.5-1.5-1.5s-1.5.67-1.5 1.5V19h-3v-9h3v1.2c.52-.84 1.59-1.4 2.5-1.4 1.93 0 3.5 1.57 3.5 3.5V19z"></path></svg></a></li><li class="hpHPGf"><a class="nRhiJb-ARYxNe" href="https://www.facebook.com/sharer/sharer.php?caption=How%20cloud%20and%20AI%20are%20bringing%20scale%20to%20corporate%20climate%20mitigation%20and%20adaptation&amp;u=https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change" track-name="facebook"track-type="social share"track-metadata-eventdetail="www.facebook.com/sharer/sharer.php?caption=How cloud and AI are bringing scale to corporate climate mitigation and adaptation&amp;u=cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change"track-metadata-module="social icons" target="_blank" rel="noopener"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-DX2B6 nRhiJb-Bz112c-OWXEXe-nSuQf" viewBox="0 0 24 24" role="presentation" aria-hidden="true" role="presentation" aria-hidden="true"><path d="M20 2H4c-1.1 0-1.99.9-1.99 2L2 20c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V4c0-1.1-.9-2-2-2zm-1 2v3h-2c-.55 0-1 .45-1 1v2h3v3h-3v7h-3v-7h-2v-3h2V7.5C13 5.57 14.57 4 16.5 4H19z"></path></svg></a></li><li class="hpHPGf"><a class="nRhiJb-ARYxNe" href="mailto:?subject=How%20cloud%20and%20AI%20are%20bringing%20scale%20to%20corporate%20climate%20mitigation%20and%20adaptation&amp;body=Check%20out%20this%20article%20on%20the%20Cloud%20Blog:%0A%0AHow%20cloud%20and%20AI%20are%20bringing%20scale%20to%20corporate%20climate%20mitigation%20and%20adaptation%0A%0AThe%20combination%20of%20AI%20and%20cloud%20technologies%20have%20the%20potential%20to%20unlock%20climate%20change%20solutions%20that%20are%20both%20transformational%20and%20global%20in%20scale.%0A%0Ahttps://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change" track-name="email"track-type="social share"track-metadata-eventdetail="mailto:?subject=How cloud and AI are bringing scale to corporate climate mitigation and adaptation&amp;body=Check%20out%20this%20article%20on%20the%20Cloud%20Blog:%0A%0AHow cloud and AI are bringing scale to corporate climate mitigation and adaptation%0A%0AThe combination of AI and cloud technologies have the potential to unlock climate change solutions that are both transformational and global in scale.%0A%0Acloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change"track-metadata-module="social icons" target="_blank" rel="noopener"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-DX2B6 nRhiJb-Bz112c-OWXEXe-nSuQf" viewBox="0 0 24 24" role="presentation" aria-hidden="true" role="presentation" aria-hidden="true"><path d="M20 4H4c-1.1 0-2 .9-2 2v12c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V6c0-1.1-.9-2-2-2zm-.8 2L12 10.8 4.8 6h14.4zM4 18V7.87l8 5.33 8-5.33V18H4z"></path></svg></a></li></ul></div></div></div></div></div><div><section class="nRhiJb-RWrDld WWjeSb"><div class="nRhiJb-DbgRPb-wNfPc-ma6Yeb nRhiJb-DbgRPb-wNfPc-cGMI2b"><div class="nRhiJb-DARUcf"><div class="VI2oYd"><section class="PBkdHd "><img class=" rFf1Dd" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg" alt="https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg" loading="lazy"/></section></div></div></div></section><section class="nRhiJb-DARUcf"><div class="nRhiJb-DbgRPb-wNfPc-ma6Yeb nRhiJb-DbgRPb-wNfPc-cGMI2b"><section class="DA9Qj nRhiJb-ObfsIf nRhiJb-fmcmS-oXtfBe"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-ibL1re"></div><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-II5mzb kWSSdd"><h5 class="cHE8Ub Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c">Justin Keeble</h5><p class="nRhiJb-qJTHM khCp7b">Managing Director for Global Sustainability</p></div><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-II5mzb kWSSdd"><h5 class="cHE8Ub Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c">Denise Pearl</h5><p class="nRhiJb-qJTHM khCp7b">Sustainability and New Energy Partnerships</p></div></section></div></section><div class="nRhiJb-DARUcf"><div class="nRhiJb-ObfsIf nRhiJb-DbgRPb-wNfPc-ma6Yeb nRhiJb-DbgRPb-qWD73c-cGMI2b"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-ibL1re dzoHJ"><div class="aLW4J" track-metadata-module="left rail"><h5 class="qZDXV Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-wNfPc">Google Cloud Summit Series</h5><p class="nRhiJb-cHYyed Mrfygc nRhiJb-BP2Omd-ma6Yeb-KE6vqe nRhiJb-DbgRPb-R6PoUb-cGMI2b">Discover the latest in AI, Security, Workspace, App Dev, &amp; more.</p><a class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-CNusmb-o6Shpd " href="https://cloudonair.withgoogle.com/summit_series_24?utm_source=cgc-blog&amp;utm_medium=blog&amp;utm_campaign=summit-series-2024&amp;utm_content=summit-series-left-hand-rail-cta&amp;utm_term=-" track-metadata-module="left rail"track-metadata-module_headline="google cloud summit series" track-name="register"track-type="button"track-metadata-position="cta"track-metadata-eventdetail="cloudonair.withgoogle.com/summit_series_24?utm_source=cgc-blog&amp;utm_medium=blog&amp;utm_campaign=summit-series-2024&amp;utm_content=summit-series-left-hand-rail-cta&amp;utm_term=-">Register </a></div></div><div class="OYL9D nRhiJb-kR0ZEf-OWXEXe-GV1x9e-OiUrBf" jsname="tx2NYc"><section class="Wy08Ac nRhiJb-qJTHM-OWXEXe-hJDwNd nRhiJb-DbgRPb-II5mzb-cGMI2b"><span class="dQQu7c" jsaction="rcuQ6b:npT2md" jscontroller="YSybTb" data-track-type="" soy-skip ssk='5:kbe95'><p><span style="vertical-align:baseline">Climate change is the biggest challenge our society faces. As scientists, governments, and industry leaders gather in Baku, Azerbaijan for the 2024 United Nations Climate Change Conference, a.k.a. </span><a href="https://cop29.az/en/home" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">COP29</span></a><span style="vertical-align:baseline">, it’s incumbent upon all of us to find innovative solutions that can drive impact at a global scale. </span></p> <p><span style="vertical-align:baseline">The gravity of climate change requires solutions that go beyond incremental change. To find those solutions, we need the ability to make better decisions about how to approach climate mitigation and adaptation across every human activity — from transport, industry, and agriculture to communications, finance, and housing. This requires processing vast volumes of data generated by these industries. The combination of AI and cloud technologies offer the potential to unlock climate change solutions that can be both transformational and global in scale.</span></p> <p><span style="vertical-align:baseline">We already have a lot of examples that we can draw from.</span></p></span></section><section class="k6ctOd"><aside class="IwVNTb"><div class="ecJG2e nRhiJb-ObfsIf"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-OiUrBf nRhiJb-snVHke-ibL1re-X66g3b nRhiJb-snVHke-R6PoUb-UFsB2c"><h4 class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c">Try Google Cloud for free</h4><p class="nRhiJb-qJTHM nRhiJb-DbgRPb-R6PoUb-ma6Yeb"><span class="dQQu7c" jsaction="rcuQ6b:npT2md" jscontroller="YSybTb" data-track-type="" soy-skip ssk='5:kbe95'><p>Start building with $300 in free credits for new customers. All customers get free usage of 20+ products, up to monthly limits.</p></span></p><a class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-MNynB-o6Shpd LZTd1c" href="https://console.cloud.google.com/freetrial?redirectPath=/welcome" target="_blank" rel="noopener" track-name="get started for free"track-type="button"track-metadata-position="body"track-metadata-eventdetail="console.cloud.google.com/freetrial?redirectPath=/welcome"track-metadata-module="aside"track-metadata-module_headline="try google cloud for free" track-name="get started for free"track-type="button"track-metadata-position="body"track-metadata-eventdetail="console.cloud.google.com/freetrial?redirectPath=/welcome">Get started for free </a></div></div></aside></section><section class="Wy08Ac nRhiJb-qJTHM-OWXEXe-hJDwNd nRhiJb-DbgRPb-II5mzb-cGMI2b"><span class="dQQu7c" jsaction="rcuQ6b:npT2md" jscontroller="YSybTb" data-track-type="" soy-skip ssk='5:kbe95'><p><span style="vertical-align:baseline">Today, for example, </span><a href="https://earthengine.google.com/" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">Google Earth Engine</span></a><span style="vertical-align:baseline"> is being used by the </span><a href="https://www.forestdatapartnership.org/" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">Forest Data Partnership</span></a><span style="vertical-align:baseline">, a collaboration for global monitoring of commodity-driven deforestation, to monitor every oil palm plantation around the globe</span><strong style="vertical-align:baseline">, </strong><span style="vertical-align:baseline">providing participating companies live early-warning signals for deforestation risks, and dramatically reducing the costs involved in forest monitoring. Similarly, </span><a href="https://ngis.com.au/" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">NGIS</span></a><span style="vertical-align:baseline"> is using Google Earth Engine to power TraceMark, helping businesses deliver traceability and transparency across global supply chains. </span></p> <p><span style="vertical-align:baseline">Another example is </span><a href="https://globalfishingwatch.org/" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">Global Fishing Watch</span></a><span style="vertical-align:baseline">, an international nonprofit co-founded by Google that is </span><a href="https://cloud.google.com/customers/global-fishing-watch"><span style="text-decoration:underline;vertical-align:baseline">using geospatial analytics and AI</span></a><span style="vertical-align:baseline"> to understand how human activity impacts the seas, global industries, climate, biodiversity and more. The datasets map global ocean infrastructure and vessels that don’t publicly broadcast their positions. This helps to advance policy conversations about offshore renewables development, provides insight into carbon dioxide emissions from maritime vessels, and enables marine protection. </span></p> <p><span style="vertical-align:baseline">It’s clear that AI can process large volumes of data, optimize complex systems, and drive the development of new business models. We see businesses harnessing the technology in the fight against climate change in four ways:</span></p> <h3><strong style="vertical-align:baseline">1. Measuring business performance </strong></h3> <p><span style="vertical-align:baseline">Businesses are using AI-powered insights to help monitor their advance towards sustainability targets, which ultimately contributes to building business resilience. </span></p> <p><span style="vertical-align:baseline">In today's business landscape, this is of paramount importance as companies face growing demands for transparency and accountability regarding their environmental and social impact. </span></p> <p><span style="vertical-align:baseline">We are seeing cloud and AI being used to de-risk investments, improve transparency, and increase profitability through the use of large-scale datasets, machine learning, and generative AI. These technologies allow companies to analyze their ESG performance, gain insights into climate risks, and monitor supplier behaviors. </span></p> <p><span style="vertical-align:baseline">For example, Palo Alto Networks partnered with Watershed, a Google Cloud Ready - Sustainability Partner, to measure and track their carbon emissions across their entire business using Google Cloud. This partnership enabled them to gain a comprehensive understanding of their environmental impact and set actionable targets for reducing emissions.</span></p></span></section><section class="YNV64d"><section><div jsaction="rcuQ6b:npT2md" jscontroller="wJu6E" class="nRhiJb-aTv5jf glue-video__preview-container glue-video__preview-container--inline" data-video-url="https://www.youtube.com/watch?v=Gdh15VB7yk8"><div class="glue-video__preview-container p7j5vb vgZZI glue-video__preview-container--inline"><picture class="nRhiJb-zTg1Jd"><section class="PBkdHd "><img class=" glue-video__preview-image" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_52p8G3p.max-1300x1300.jpg" alt="https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_52p8G3p.max-1300x1300.jpg" loading="lazy"/></section></picture><div class="nRhiJb-hEKMR"><svg class="nRhiJb-Bz112c nRhiJb-euxe5d-LgbsSe" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path fill="#f00" d="M23.74 7.1s-.23-1.65-.95-2.37c-.91-.96-1.93-.96-2.4-1.02C17.04 3.47 12 3.5 12 3.5s-5.02-.03-8.37.21c-.46.06-1.48.06-2.39 1.02C.52 5.45.28 7.1.28 7.1S.04 9.05 0 10.98V13c.04 1.94.28 3.87.28 3.87s.24 1.65.96 2.38c.91.95 2.1.92 2.64 1.02 1.88.18 7.91.22 8.12.22 0 0 5.05.01 8.4-.23.46-.06 1.48-.06 2.39-1.02.72-.72.96-2.37.96-2.37s.24-1.94.25-3.87v-2.02c-.02-1.93-.26-3.88-.26-3.88zM9.57 15.5V8.49L16 12.13 9.57 15.5z"></path><polygon fill="#fff" points="9.6,15.5 9.6,8.5 16,12.1 "></polygon></svg></div></div><div class="glue-video__container nRhiJb-LilHSb-OWXEXe-TzA9Ye vgZZI" data-glue-yt-video-height="100%" data-glue-yt-video-width="100%"></div></div></section></section><section class="Wy08Ac nRhiJb-qJTHM-OWXEXe-hJDwNd nRhiJb-DbgRPb-II5mzb-cGMI2b"><span class="dQQu7c" jsaction="rcuQ6b:npT2md" jscontroller="YSybTb" data-track-type="" soy-skip ssk='5:kbe95'><p><span style="vertical-align:baseline">Another example is HSBC, which developed a new credit ranking tool on Google Cloud that allows them to </span><a href="https://cloud.google.com/customers/hsbc-risk-advisory-tool"><span style="text-decoration:underline;vertical-align:baseline">run multiple climate risk scenarios simultaneously</span></a><span style="vertical-align:baseline">. This tool empowers HSBC to make more informed investment decisions while considering the potential impact of climate change on their portfolio.</span></p> <p><span style="vertical-align:baseline">Or Swiss Re, which is using Google Earth Engine and AI for flood modeling for </span><a href="https://cloud.google.com/customers/swiss"><span style="text-decoration:underline;vertical-align:baseline">better risk calculation in insurance</span></a><span style="vertical-align:baseline">.</span></p> <h3><strong style="vertical-align:baseline">2. Optimizing operations and supply chains </strong></h3> <p><span style="vertical-align:baseline">Secondly, businesses are using AI to optimize their operations and supply chains for energy and resource efficiency, as well as to cut costs. </span></p> <p><span style="vertical-align:baseline">This is crucial for companies seeking to enhance their sustainability performance while simultaneously improving their bottom line. Through the use of AI and machine learning, cloud technologies empower organizations to optimize their existing operations, improve cost efficiency, and minimize waste.</span></p> <p><span style="vertical-align:baseline">For example, Geotab, another Google Cloud Ready - Sustainability partner, is managing 75 billion data records in BigQuery for 4 million commercial fleet vehicles every day to optimize vehicle routes, increase driver safety behaviors and accelerate the path to fleet electrification.</span></p></span></section><section class="YNV64d"><section><div jsaction="rcuQ6b:npT2md" jscontroller="wJu6E" class="nRhiJb-aTv5jf glue-video__preview-container glue-video__preview-container--inline" data-video-url="https://www.youtube.com/watch?v=zqE2QdXmT0o"><div class="glue-video__preview-container p7j5vb vgZZI glue-video__preview-container--inline"><picture class="nRhiJb-zTg1Jd"><img src="https://img.youtube.com/vi/zqE2QdXmT0o/hqdefault.jpg" class="glue-video__preview-image vgZZI" alt="Video Thumbnail"></picture><div class="nRhiJb-hEKMR"><svg class="nRhiJb-Bz112c nRhiJb-euxe5d-LgbsSe" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path fill="#f00" d="M23.74 7.1s-.23-1.65-.95-2.37c-.91-.96-1.93-.96-2.4-1.02C17.04 3.47 12 3.5 12 3.5s-5.02-.03-8.37.21c-.46.06-1.48.06-2.39 1.02C.52 5.45.28 7.1.28 7.1S.04 9.05 0 10.98V13c.04 1.94.28 3.87.28 3.87s.24 1.65.96 2.38c.91.95 2.1.92 2.64 1.02 1.88.18 7.91.22 8.12.22 0 0 5.05.01 8.4-.23.46-.06 1.48-.06 2.39-1.02.72-.72.96-2.37.96-2.37s.24-1.94.25-3.87v-2.02c-.02-1.93-.26-3.88-.26-3.88zM9.57 15.5V8.49L16 12.13 9.57 15.5z"></path><polygon fill="#fff" points="9.6,15.5 9.6,8.5 16,12.1 "></polygon></svg></div></div><div class="glue-video__container nRhiJb-LilHSb-OWXEXe-TzA9Ye vgZZI" data-glue-yt-video-height="100%" data-glue-yt-video-width="100%"></div></div></section></section><section class="Wy08Ac nRhiJb-qJTHM-OWXEXe-hJDwNd nRhiJb-DbgRPb-II5mzb-cGMI2b"><span class="dQQu7c" jsaction="rcuQ6b:npT2md" jscontroller="YSybTb" data-track-type="" soy-skip ssk='5:kbe95'><h3><strong style="vertical-align:baseline">3. Identifying cleaner business models </strong></h3> <p><span style="vertical-align:baseline">As the world shifts towards more sustainable practices, businesses must adapt and identify new avenues for growth. Cloud and AI is helping businesses do just that. Cloud and AI allow organizations to reimagine their business models, explore new markets, and create innovative products and services that align with their sustainability goals.</span></p> <p><a href="https://recykal.com/" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">Recykal</span></a><span style="vertical-align:baseline">, for instance, has partnered with Google Cloud to build Asia's largest circular economy marketplace. By leveraging Google Cloud's AI and machine learning capabilities, Recykal is revolutionizing waste management and promoting sustainable practices in Asia.</span></p> <p><span style="vertical-align:baseline">Another example is </span><a href="https://einride.tech/" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">Einride</span></a><span style="vertical-align:baseline">, a company that is reimagining freight transport by using electric, self-driving vehicles and an AI-powered platform. Their innovative approach to logistics is disrupting the transportation industry and contributing to a more sustainable future.</span></p> <p><span style="vertical-align:baseline">More recently, Climate Engine and Robeco have started using AI and geospatial technologies with their scientific expertise and investment knowledge to inform how publicly traded companies’ actions impact biodiversity. You can read their joint thought leadership paper </span><a href="https://climateengine.com/story/climate-engine-and-robeco-launch-white-paper-on-biodiversity-finance/" rel="noopener" target="_blank"><span style="text-decoration:underline;vertical-align:baseline">here</span></a><span style="vertical-align:baseline">. </span></p> <h3><strong style="vertical-align:baseline">4. Building more sustainably</strong></h3> <p><span style="vertical-align:baseline">Finally, and very importantly, businesses want to ensure that the actual use of cloud and AI technologies doesn’t lead to increased climate impacts. From the get-go, developers need to take concrete steps towards reducing the carbon footprint and cost of their applications in the cloud. </span></p> <p><span style="vertical-align:baseline">This is why, through our </span><a href="https://cloud.google.com/carbon-footprint?hl=en&amp;e=48754805"><span style="text-decoration:underline;vertical-align:baseline">Carbon Sense suite</span></a><span style="vertical-align:baseline">, we provide developers with the tools and resources they need to build and deploy applications in a way that minimizes their environmental impact, all while maintaining cost efficiency. </span></p> <p><span style="vertical-align:baseline">L'Oréal, for example, leverages Google Cloud's Carbon Footprint tool to track the gross carbon emissions associated with their cloud usage. This allows L'Oréal to understand the environmental impact of their technology decisions and implement strategies to reduce their footprint.</span></p></span></section><section class="Wy08Ac nRhiJb-qJTHM-OWXEXe-hJDwNd nRhiJb-DbgRPb-II5mzb-cGMI2b"><span class="dQQu7c" jsaction="rcuQ6b:npT2md" jscontroller="YSybTb" data-track-type="" soy-skip ssk='5:kbe95'><p><span style="vertical-align:baseline">Finally, Google takes its own carbon footprint very seriously, and is pursuing an ambitious goal to achieve net-zero emissions across all of its operations and value chain, supported by a goal to run on 24/7 carbon-free energy on every grid where it operates by 2030.</span></p> <p><span style="vertical-align:baseline">Google Cloud is committed to helping organizations of all sizes achieve their sustainability goals. With cloud, data analytics, and AI, we’re delivering new ways to build resilience, reduce costs, and unlock sustainable growth, while also accelerating the impact of organizations’ sustainability initiatives through the smarter use of data. This is an opportunity to drive tangible business results and create a more sustainable future for all.</span></p></span></section><section class="kcBhad"><section class="Fabbec"><span class="WrMNjb">Posted in</span><ul class="FzXI4e"><li class="I4B51b"><a href="https://cloud.google.com/blog/topics/sustainability" track-metadata-position="body"track-metadata-eventdetail="cloud.google.com/blog/topics/sustainability"track-metadata-module="tag list"track-metadata-module_headline="posted in">Sustainability</a></li><li class="I4B51b"><a href="https://cloud.google.com/blog/products/ai-machine-learning" track-metadata-position="body"track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning"track-metadata-module="tag list"track-metadata-module_headline="posted in">AI &amp; Machine Learning</a></li></ul></section></section></div></div></div></div></div><section class="nRhiJb-DARUcf " track-metadata-module="related articles" track-metadata-module_headline="related articles"><div class="nRhiJb-DbgRPb-c5RTEf-ma6Yeb nRhiJb-DbgRPb-wNfPc-cGMI2b"><h5 class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-wNfPc nRhiJb-DbgRPb-II5mzb-cGMI2b">Related articles</h5><section class="m9cUGf HGev3 nJD2Qe nRhiJb-ObfsIf"><div class=" QaGyvd nRhiJb-kR0ZEf-OWXEXe-GV1x9e-c5RTEf nRhiJb-kR0ZEf-OWXEXe-GV1x9e-qWD73c-V2iZpe"><div class="mA0uBe"><a href="https://cloud.google.com/blog/topics/startups/climate-change-accelerator-in-europe" class="lD2oe" track-name="meet the second google for startups accelerator: climate change cohort in europe"track-type="card"track-metadata-eventdetail="cloud.google.com/blog/topics/startups/climate-change-accelerator-in-europe"><div class="AhkbS "><div class="hqnDEf"><section class="PBkdHd "><img class=" D5RK8d" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/1_Hero_Image.max-700x700.jpg" alt="https://storage.googleapis.com/gweb-cloudblog-publish/images/1_Hero_Image.max-700x700.jpg" loading="lazy"/></section></div><div class="JUOx5b"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-DbgRPb-c5RTEf-ma6Yeb nRhiJb-BFbNVe-r8s4j-bMElCd FI6Gl nRhiJb-fmcmS-oXtfBe" track-name="startups"track-type="tag">Startups</div><h3 class="Qwf2Db-MnozTc HGFKtc Qwf2Db-MnozTc-OWXEXe-MnozTc-wNfPc">Meet the second Google for Startups Accelerator: Climate Change Cohort in Europe</h3><p class="nRhiJb-cHYyed dTIXyb nRhiJb-DbgRPb-R6PoUb-ma6Yeb">By Adam Elman • 5-minute read</p></div></div></a></div></div><div class=" QaGyvd nRhiJb-kR0ZEf-OWXEXe-GV1x9e-c5RTEf nRhiJb-kR0ZEf-OWXEXe-GV1x9e-qWD73c-V2iZpe"><div class="mA0uBe"><a href="https://cloud.google.com/blog/topics/sustainability/new-agreements-bring-solar-energy-to-japans-electricity-grid" class="lD2oe" track-name="our clean energy progress in japan"track-type="card"track-metadata-eventdetail="cloud.google.com/blog/topics/sustainability/new-agreements-bring-solar-energy-to-japans-electricity-grid"><div class="AhkbS "><div class="hqnDEf"><section class="PBkdHd "><img class=" D5RK8d" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/japan_clean_energy.max-700x700.png" alt="https://storage.googleapis.com/gweb-cloudblog-publish/images/japan_clean_energy.max-700x700.png" loading="lazy"/></section></div><div class="JUOx5b"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-DbgRPb-c5RTEf-ma6Yeb nRhiJb-BFbNVe-r8s4j-bMElCd FI6Gl nRhiJb-fmcmS-oXtfBe" track-name="sustainability"track-type="tag">Sustainability</div><h3 class="Qwf2Db-MnozTc HGFKtc Qwf2Db-MnozTc-OWXEXe-MnozTc-wNfPc">Our clean energy progress in Japan</h3><p class="nRhiJb-cHYyed dTIXyb nRhiJb-DbgRPb-R6PoUb-ma6Yeb">By Shinji Okuyama • 2-minute read</p></div></div></a></div></div><div class=" QaGyvd nRhiJb-kR0ZEf-OWXEXe-GV1x9e-c5RTEf nRhiJb-kR0ZEf-OWXEXe-GV1x9e-qWD73c-V2iZpe"><div class="mA0uBe"><a href="https://cloud.google.com/blog/topics/customers/prewave-helps-secure-deep-supply-chains-with-ai-on-google-cloud" class="lD2oe" track-name="how prewave is helping to secure deep supply chains worldwide with ai on google cloud"track-type="card"track-metadata-eventdetail="cloud.google.com/blog/topics/customers/prewave-helps-secure-deep-supply-chains-with-ai-on-google-cloud"><div class="AhkbS "><div class="hqnDEf"><section class="PBkdHd "><img class=" D5RK8d" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/prewave.max-700x700.jpg" alt="https://storage.googleapis.com/gweb-cloudblog-publish/images/prewave.max-700x700.jpg" loading="lazy"/></section></div><div class="JUOx5b"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-DbgRPb-c5RTEf-ma6Yeb nRhiJb-BFbNVe-r8s4j-bMElCd FI6Gl nRhiJb-fmcmS-oXtfBe" track-name="customers"track-type="tag">Customers</div><h3 class="Qwf2Db-MnozTc HGFKtc Qwf2Db-MnozTc-OWXEXe-MnozTc-wNfPc">How Prewave is helping to secure deep supply chains worldwide with AI on Google Cloud</h3><p class="nRhiJb-cHYyed dTIXyb nRhiJb-DbgRPb-R6PoUb-ma6Yeb">By Daniel Höfer • 4-minute read</p></div></div></a></div></div><div class=" QaGyvd nRhiJb-kR0ZEf-OWXEXe-GV1x9e-c5RTEf nRhiJb-kR0ZEf-OWXEXe-GV1x9e-qWD73c-V2iZpe"><div class="mA0uBe"><a href="https://cloud.google.com/blog/topics/sustainability/new-power-purchasing-agreement-method-lands-1-gw-clean-energy" class="lD2oe" track-name="15 gigawatts later our smarter way of buying clean energy is here to stay"track-type="card"track-metadata-eventdetail="cloud.google.com/blog/topics/sustainability/new-power-purchasing-agreement-method-lands-1-gw-clean-energy"><div class="AhkbS "><div class="hqnDEf"><section class="PBkdHd "><img class=" D5RK8d" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/Leap_thumbnail_O.max-700x700.png" alt="https://storage.googleapis.com/gweb-cloudblog-publish/images/Leap_thumbnail_O.max-700x700.png" loading="lazy"/></section></div><div class="JUOx5b"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-DbgRPb-c5RTEf-ma6Yeb nRhiJb-BFbNVe-r8s4j-bMElCd FI6Gl nRhiJb-fmcmS-oXtfBe" track-name="sustainability"track-type="tag">Sustainability</div><h3 class="Qwf2Db-MnozTc HGFKtc Qwf2Db-MnozTc-OWXEXe-MnozTc-wNfPc">1.5 gigawatts later, our smarter way of buying clean energy is here to stay</h3><p class="nRhiJb-cHYyed dTIXyb nRhiJb-DbgRPb-R6PoUb-ma6Yeb">By Amanda Peterson Corio • 4-minute read</p></div></div></a></div></div></section></div></section></article></div></div><c-data id="i1" jsdata=" n2jFB;_;1"></c-data></c-wiz><script aria-hidden="true" nonce="VPAgGDZ-2QwvE3sUxywPmw">window.wiz_progress&&window.wiz_progress();window.wiz_tick&&window.wiz_tick('zPZHOe');</script><script nonce="VPAgGDZ-2QwvE3sUxywPmw">(function(){'use strict';var c=window,d=[];c.aft_counter=d;var e=[],f=0;function _recordIsAboveFold(a){if(!c._isLazyImage(a)&&!a.hasAttribute("data-noaft")&&a.src){var b=(c._isVisible||function(){})(c.document,a);a.setAttribute("data-atf",b);b&&(e.indexOf(a)!==-1||d.indexOf(a)!==-1||a.complete||d.push(a),a.hasAttribute("data-iml")&&(a=Number(a.getAttribute("data-iml")),a>f&&(f=a)))}} c.initAft=function(){f=0;e=Array.prototype.slice.call(document.getElementsByTagName("img")).filter(function(a){return!!a.getAttribute("data-iml")});[].forEach.call(document.getElementsByTagName("img"),function(a){try{_recordIsAboveFold(a)}catch(b){throw b.message=a.hasAttribute("data-iid")?b.message+"\nrecordIsAboveFold error for defer inlined image":b.message+("\nrecordIsAboveFold error for img element with <src: "+a.src+">"),b;}});if(d.length===0)c.onaft(f)};}).call(this); initAft()</script><script id="_ij" nonce="VPAgGDZ-2QwvE3sUxywPmw">window.IJ_values = [[null,null,"",false,null,null,true,false],'0','https:\/\/cloud.google.com\/blog\/',["cloudblog","topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change",["en","de","fr","ko","ja"],"en",null,"https://cloud.google.com/blog","blog_article","cloud.google.com",["https://console.cloud.google.com/freetrial/","https://cloud.google.com/contact/","https://cloud.google.com/","https://cloud.google.com/blog","https://cloud.google.com/","https://www.google.com/","https://cloud.google.com/products/","https://about.google.com/products/","https://about.google/intl/en/","https://support.google.com"],["googlecloud","googlecloud","showcase/google-cloud","googlecloud/","googlecloud/"],true], null ,'boq_cloudx-web-blog-uiserver_20241121.08_p0','cloud.google.com',["SG",1],[[["bigquery_ftv",["bigquery_ftv",[["control",["control",[97716263,97716264],["/bigquery"]]],["variantA",["variantA",[97716265,97716266],["/bigquery"]]],["variantB",["variantB",[97716267,97716268],["/bigquery"]]],["variantC",["variantC",[97716269,97716270],["/bigquery"]]]]]],["jss",["jss",[["control",["control",[93803230,93804391],["/products/ai","/products/compute","/solutions/web-hosting"]]],["variantA",["variantA",[93803231,93804392],["/products/ai","/products/compute","/solutions/web-hosting"]]],["variantB",["variantB",[93803232,93804393],["/products/ai","/products/compute","/solutions/web-hosting"]]],["variantC",["variantC",[93803233,93804394],["/products/ai","/products/compute","/solutions/web-hosting"]]]]]]]], 0.0 ,["GTM-5CVQBG",[["en","\u202aEnglish\u202c",true,"en"],["de","\u202aDeutsch\u202c",true,"de"],["es","\u202aEspañol\u202c",true,"es"],["es-419","\u202aEspañol (Latinoamérica)\u202c",true,"es-419"],["fr","\u202aFrançais\u202c",true,"fr"],["id","\u202aIndonesia\u202c",true,"id"],["it","\u202aItaliano\u202c",true,"it"],["pt-BR","\u202aPortuguês (Brasil)\u202c",true,"pt-BR"],["zh-CN","\u202a简体中文\u202c",true,"zh-Hans"],["zh-TW","\u202a繁體中文\u202c",true,"zh-Hant"],["ja","\u202a日本語\u202c",true,"ja"],["ko","\u202a한국어\u202c",true,"ko"]],["83405","AIzaSyD3LJeW4Q6gtdgJlyeFZUp-GhpIoc6EUeg"],"en",null,null,[],[["https://cloud.google.com/innovators","https://cloud.google.com/innovators/plus/activate","https://cloud.google.com/innovators/innovatorsplus"],["https://workspace.google.com/pricing","https://www.x.com/googleworkspace","https://www.facebook.com/googleworkspace","https://www.youtube.com/channel/UCBmwzQnSoj9b6HzNmFrg_yw","https://www.instagram.com/googleworkspace","https://www.linkedin.com/showcase/googleworkspace","https://about.google/?utm_source\u003dworkspace.google.com\u0026utm_medium\u003dreferral\u0026utm_campaign\u003dgsuite-footer-en","https://about.google/products/?tip\u003dexplore","https://workspace.google.com","https://workspace.google.com/contact/?source\u003dgafb-form-globalnav-en","https://workspace.google.com/business/signup/welcome?hl\u003den\u0026source\u003dgafb-form-globalnav-en","https://workspace.google.com/blog"],["https://www.cloudskillsboost.google","https://www.cloudskillsboost.google?utm_source\u003dcgc\u0026utm_medium\u003dwebsite\u0026utm_campaign\u003devergreen","https://www.cloudskillsboost.google/subscriptions?utm_source\u003dcgc\u0026utm_medium\u003dwebsite\u0026utm_campaign\u003devergreenlaunchpromo","https://www.cloudskillsboost.google/subscriptions?utm_source\u003dcgc\u0026utm_medium\u003dwebsite\u0026utm_campaign\u003devergreen","https://www.cloudskillsboost.google/catalog?utm_source\u003dcgc\u0026utm_medium\u003dwebsite\u0026utm_campaign\u003devergreen","https://www.cloudskillsboost.google/paths?utm_source\u003dcgc\u0026utm_medium\u003dwebsite\u0026utm_campaign\u003devergreen"],["https://mapsplatform.google.com"],["https://cloud.google.com/developers","https://cloud.google.com/developers/settings?utm_source\u003dinnovators"],["https://console.cloud.google.com/freetrial","https://console.cloud.google.com/","https://console.cloud.google.com/freetrial?redirectPath\u003dhttps://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change?e%3D48754805"],["https://aitestkitchen.withgoogle.com/signup","https://blog.google/technology/ai/join-us-in-the-ai-test-kitchen/","https://cloud.google.com/ai"],["https://googlecloudplatform.blogspot.com/","https://github.com/GoogleCloudPlatform","https://www.linkedin.com/company/google-cloud","https://twitter.com/GoogleCloud_sg","https://www.facebook.com/googlecloud","https://www.youtube.com/GoogleCloudAPAC"]],[2024,11,23],[["en","x-default"],"x-default"],[null,true],null,"/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change?hl\u003den",["6LcsrxUqAAAAAFhpR1lXsPN2j2nsTwy6JTbRKzJr"]],[],'','VPAgGDZ-2QwvE3sUxywPmw','RHxucXF51VIJUX6Zr9qBEA','DEFAULT','\/blog', 2024.0 ,'https:\/\/cloud.google.com\/blog\/topics\/sustainability\/at-cop29-thoughts-on-cloud-ai-and-climate-change', null ,'ltr', false ,'https:\/\/accounts.google.com\/AccountChooser?continue\x3dhttps:\/\/cloud.google.com\/blog\/topics\/sustainability\/at-cop29-thoughts-on-cloud-ai-and-climate-change?e%3D48754805\x26hl\x3den-US','https:\/\/accounts.google.com\/ServiceLogin?hl\x3den-US\x26continue\x3dhttps:\/\/cloud.google.com\/blog\/topics\/sustainability\/at-cop29-thoughts-on-cloud-ai-and-climate-change?e%3D48754805','https:\/\/accounts.google.com\/SignOutOptions?continue\x3dhttps:\/\/cloud.google.com\/blog\/topics\/sustainability\/at-cop29-thoughts-on-cloud-ai-and-climate-change?e%3D48754805',[[[1]]], false , false , false ,'en','en-US','en_US','https:\/\/goto2.corp.google.com\/mdtredirect?data_id_filter\x3dcloud.google.com\x26system_name\x3dcloudx-web-blog-uiserver', null , null ,'https:\/\/myaccount.google.com\/privacypolicy?hl\x3den-US', false , null ,'https:\/\/www.gstatic.com\/_\/boq-cloudx-web-blog\/_\/r\/','https:\/\/myaccount.google.com\/termsofservice?hl\x3den-US',[[[["Solutions \u0026 technology",null,[[["AI \u0026 Machine Learning","/blog/products/ai-machine-learning"],["API Management","/blog/products/api-management"],["Application Development","/blog/products/application-development"],["Application Modernization","/blog/products/application-modernization"],["Chrome Enterprise","/blog/products/chrome-enterprise"],["Compute","/blog/products/compute"],["Containers \u0026 Kubernetes","/blog/products/containers-kubernetes"],["Data Analytics","/blog/products/data-analytics"],["Databases","/blog/products/databases"],["DevOps \u0026 SRE","/blog/products/devops-sre"],["Maps \u0026 Geospatial","/blog/topics/maps-geospatial"],["Security",null,[[["Security \u0026 Identity","/blog/products/identity-security"],["Threat Intelligence","/blog/topics/threat-intelligence"]]]],["Infrastructure","/blog/products/infrastructure"],["Infrastructure Modernization","/blog/products/infrastructure-modernization"],["Networking","/blog/products/networking"],["Productivity \u0026 Collaboration","/blog/products/productivity-collaboration"],["SAP on Google Cloud","/blog/products/sap-google-cloud"],["Storage \u0026 Data Transfer","/blog/products/storage-data-transfer"],["Sustainability","/blog/topics/sustainability"]]]],["Ecosystem",null,[[["IT Leaders","/transform"],["Industries",null,[[["Financial Services","/blog/topics/financial-services"],["Healthcare \u0026 Life Sciences","/blog/topics/healthcare-life-sciences"],["Manufacturing","/blog/topics/manufacturing"],["Media \u0026 Entertainment","/blog/products/media-entertainment"],["Public Sector","/blog/topics/public-sector"],["Retail","/blog/topics/retail"],["Supply Chain","/blog/topics/supply-chain-logistics"],["Telecommunications","/blog/topics/telecommunications"]]]],["Partners","/blog/topics/partners"],["Startups \u0026 SMB","/blog/topics/startups"],["Training \u0026 Certifications","/blog/topics/training-certifications"],["Inside Google Cloud","/blog/topics/inside-google-cloud"],["Google Cloud Next \u0026 Events","/blog/topics/google-cloud-next"],["Google Maps Platform","https://mapsplatform.google.com/resources/blog/"],["Google Workspace","https://workspace.google.com/blog"]]]],["Developers \u0026 Practitioners","/blog/topics/developers-practitioners"],["Transform with Google Cloud","/transform"]]],[["de",[[["Neuigkeiten","/blog/de/topics/whats-new/aktuelles-auf-dem-google-cloud-blog"],["Lösungen \u0026 Technologien",null,[[["Anwendungsentwicklung","/blog/de/products/application-development"],["Anwendungsmodernisierung","/blog/de/products/anwendungsmodernisierung"],["API-Verwaltung","/blog/de/products/api-management"],["Chrome Enterprise","/blog/de/products/chrome-enterprise"],["Computing","/blog/de/products/compute"],["Containers \u0026 Kubernetes","/blog/de/products/containers-kubernetes"],["Datenanalysen","/blog/de/products/data-analytics"],["Datenbanken","/blog/de/products/databases"],["DevOps \u0026 SRE","/blog/de/products/devops-sre"],["Infrastruktur","/blog/de/products/infrastructure"],["KI \u0026 Machine Learning","/blog/de/products/ai-machine-learning"],["Maps \u0026 Geospatial","/blog/de/topics/maps-geospatial"],["Modernisierung der Infrastruktur","/blog/de/products/modernisierung-der-infrastruktur"],["Nachhaltigkeit","/blog/de/topics/nachhaltigkeit"],["Netzwerk","/blog/de/products/networking"],["Produktivität und Zusammenarbeit","/blog/de/products/produktivitaet-und-kollaboration"],["SAP in Google Cloud","/blog/de/products/sap-google-cloud"],["Sicherheit \u0026 Identität","/blog/de/products/identity-security"],["Speicher und Datentransfer","/blog/de/products/storage-data-transfer"]]]],["Ökosystem",null,[[["IT Leader","/transform/de"],["Industrien",null,[[["Behörden und öffentlicher Sektor","/blog/de/topics/public-sector"],["Einzelhandel","/blog/de/topics/retail"],["Fertigung","/blog/de/topics/fertigung"],["Finanzdienstleistungen","/blog/de/topics/financial-services"],["Gesundheitswesen und Biowissenschaften","/blog/de/topics/healthcare-life-sciences"],["Lieferkette und Logistik","/blog/de/topics/lieferkette-und-logistik"],["Medien und Unterhaltung","/blog/de/products/media-entertainment"],["Telekommunikation","/blog/de/topics/telecommunications"]]]],["Entwickler*innen \u0026 Fachkräfte","/blog/de/topics/developers-practitioners"],["Google Cloud Next \u0026 Events","/blog/de/topics/events"],["Google Maps Platform","/blog/de/products/maps-platform"],["Google Workspace","https://workspace.google.com/blog/de"],["Inside Google Cloud","/blog/de/topics/inside-google-cloud"],["Kunden","/blog/de/topics/kunden"],["Partner","/blog/de/topics/partners"],["Start-ups und KMU","/blog/de/topics/startups"],["Training und Zertifizierung","/blog/de/topics/training-certifications"]]]],["Transformation mit Google Cloud","/transform/de"]]]],["en",[[["Solutions \u0026 technology",null,[[["AI \u0026 Machine Learning","/blog/products/ai-machine-learning"],["API Management","/blog/products/api-management"],["Application Development","/blog/products/application-development"],["Application Modernization","/blog/products/application-modernization"],["Chrome Enterprise","/blog/products/chrome-enterprise"],["Compute","/blog/products/compute"],["Containers \u0026 Kubernetes","/blog/products/containers-kubernetes"],["Data Analytics","/blog/products/data-analytics"],["Databases","/blog/products/databases"],["DevOps \u0026 SRE","/blog/products/devops-sre"],["Maps \u0026 Geospatial","/blog/topics/maps-geospatial"],["Security",null,[[["Security \u0026 Identity","/blog/products/identity-security"],["Threat Intelligence","/blog/topics/threat-intelligence"]]]],["Infrastructure","/blog/products/infrastructure"],["Infrastructure Modernization","/blog/products/infrastructure-modernization"],["Networking","/blog/products/networking"],["Productivity \u0026 Collaboration","/blog/products/productivity-collaboration"],["SAP on Google Cloud","/blog/products/sap-google-cloud"],["Storage \u0026 Data Transfer","/blog/products/storage-data-transfer"],["Sustainability","/blog/topics/sustainability"]]]],["Ecosystem",null,[[["IT Leaders","/transform"],["Industries",null,[[["Financial Services","/blog/topics/financial-services"],["Healthcare \u0026 Life Sciences","/blog/topics/healthcare-life-sciences"],["Manufacturing","/blog/topics/manufacturing"],["Media \u0026 Entertainment","/blog/products/media-entertainment"],["Public Sector","/blog/topics/public-sector"],["Retail","/blog/topics/retail"],["Supply Chain","/blog/topics/supply-chain-logistics"],["Telecommunications","/blog/topics/telecommunications"]]]],["Partners","/blog/topics/partners"],["Startups \u0026 SMB","/blog/topics/startups"],["Training \u0026 Certifications","/blog/topics/training-certifications"],["Inside Google Cloud","/blog/topics/inside-google-cloud"],["Google Cloud Next \u0026 Events","/blog/topics/google-cloud-next"],["Google Maps Platform","https://mapsplatform.google.com/resources/blog/"],["Google Workspace","https://workspace.google.com/blog"]]]],["Developers \u0026 Practitioners","/blog/topics/developers-practitioners"],["Transform with Google Cloud","/transform"]]]],["fr",[[["Les tendances","/blog/fr/topics/les-tendances/quelles-sont-les-nouveautes-de-google-cloud"],["Solutions et Technologie",null,[[["Analyse de données","/blog/fr/products/analyse-de-donnees/"],["Bases de données","/blog/fr/products/databases"],["Calcul","/blog/fr/products/calcul/"],["Chrome Entreprise","/blog/fr/products/chrome-enterprise/"],["Conteneurs et Kubernetes","/blog/fr/products/conteneurs-et-kubernetes/"],["Développement d'Applications","/blog/fr/products/application-development"],["Développement durable","/blog/fr/topics/developpement-durable"],["DevOps et ingénierie SRE","/blog/fr/products/devops-sre"],["Gestion des API","/blog/fr/products/api-management"],["IA et Machine Learning","/blog/fr/products/ai-machine-learning"],["Infrastructure","/blog/fr/products/infrastructure"],["Maps et Géospatial","/blog/fr/topics/maps-geospatial"],["Modernisation d'Applications","/blog/fr/products/modernisation-dapplications/"],["Modernisation d'Infrastructure","/blog/fr/products/modernisation-dinfrastructure/"],["Networking","/blog/fr/products/networking"],["Productivité et Collaboration","/blog/fr/products/productivite-et-collaboration"],["SAP sur Google Cloud","/blog/fr/products/sap-google-cloud"],["Sécurité et Identité","/blog/fr/products/identity-security"],["Stockage et transfert de données","/blog/fr/products/storage-data-transfer"]]]],["Écosystème",null,[[["Responsables IT","/transform/fr"],["Industries",null,[[["Commerce","/blog/fr/topics/retail"],["Manufacturing","/blog/fr/topics/manufacturing"],["Médias et Divertissement","/blog/fr/products/media-entertainment"],["Santé","/blog/fr/topics/healthcare-life-sciences"],["Secteur Public","/blog/fr/topics/public-sector"],["Services Financiers","/blog/fr/topics/financial-services"],["Supply Chain","/blog/fr/topics/supply-chain/"],["Telecommunications","/blog/fr/topics/telecommunications"]]]],["Clients","/blog/fr/topics/clients/"],["Développeurs et professionnels","/blog/fr/topics/developers-practitioners"],["Formations et certifications","/blog/fr/topics/training-certifications"],["Google Cloud Next et Événements","/blog/fr/topics/evenements"],["Google Maps Platform","/blog/fr/products/maps-platform"],["Google Workspace","https://workspace.google.com/blog/fr"],["Inside Google Cloud","/blog/fr/topics/inside-google-cloud"],["Partenaires","/blog/fr/topics/partners"],["Start-ups et PME","/blog/fr/topics/startups"]]]],["Transformer avec Google Cloud","/transform/fr"]]]],["ja",[[["ソリューションとテクノロジー",null,[[["AI \u0026 機械学習","/blog/ja/products/ai-machine-learning"],["API 管理","/blog/ja/products/api-management"],["アプリケーション開発","/blog/ja/products/application-development"],["アプリケーション モダナイゼーション","/blog/ja/products/application-modernization"],["Chrome Enterprise","/blog/ja/products/chrome-enterprise"],["コンピューティング","/blog/ja/products/compute"],["Containers \u0026 Kubernetes","/blog/ja/products/containers-kubernetes"],["データ分析","/blog/ja/products/data-analytics"],["データベース","/blog/ja/products/databases"],["DevOps \u0026 SRE","/blog/ja/products/devops-sre"],["Maps \u0026 Geospatial","/blog/ja/products/maps-platform"],["セキュリティ",null,[[["セキュリティ \u0026 アイデンティティ","/blog/ja/products/identity-security"],["脅威インテリジェンス","/blog/ja/topics/threat-intelligence"]]]],["インフラストラクチャ","/blog/ja/products/infrastructure"],["インフラ モダナイゼーション","/blog/ja/products/infrastructure-modernization"],["ネットワーキング","/blog/ja/products/networking"],["生産性とコラボレーション","/blog/ja/products/productivity-collaboration"],["Google Cloud での SAP","/blog/ja/products/sap-google-cloud"],["ストレージとデータ転送","/blog/ja/products/storage-data-transfer"],["サステナビリティ","/blog/ja/topics/sustainability"]]]],["エコシステム",null,[[["ITリーダー","/transform/ja"],["業種",null,[[["金融サービス","/blog/ja/topics/financial-services"],["ヘルスケア、ライフ サイエンス","/blog/ja/topics/healthcare-life-sciences"],["製造","/blog/ja/topics/manufacturing"],["メディア、エンターテイメント","/blog/ja/products/media-entertainment"],["公共部門","/blog/ja/topics/public-sector"],["小売業","/blog/ja/topics/retail"],["サプライ チェーン","/blog/ja/topics/supply-chain-logistics"],["通信","/blog/ja/topics/telecommunications"]]]],["顧客事例","/blog/ja/topics/customers"],["パートナー","/blog/ja/topics/partners"],["スタートアップ \u0026 SMB","/blog/ja/topics/startups"],["トレーニングと認定","/blog/ja/topics/training-certifications"],["Inside Google Cloud","/blog/ja/topics/inside-google-cloud"],["Google Cloud Next と イベント","/blog/ja/topics/google-cloud-next"],["Google Maps Platform","/blog/ja/products/maps-platform"],["Google Workspace","https://workspace.google.com/blog/ja"]]]],["デベロッパー","/blog/ja/topics/developers-practitioners"],["Transform with Google Cloud","/transform/ja"]]]],["ko",[[["솔루션 및 기술",null,[[["AI 및 머신러닝","/blog/ko/products/ai-machine-learning"],["API 관리","/blog/ko/products/api-management"],["애플리케이션 개발","/blog/ko/products/application-development"],["애플리케이션 현대화","/blog/ko/products/application-modernization"],["Chrome Enterprise","/blog/products/chrome-enterprise"],["컴퓨팅","/blog/ko/products/compute"],["컨테이너 \u0026 Kubernetes","/blog/ko/products/containers-kubernetes"],["데이터 분석","/blog/ko/products/data-analytics"],["데이터베이스","/blog/ko/products/databases"],["DevOps 및 SRE","/blog/ko/products/devops-sre"],["Maps \u0026 Geospatial","/blog/ko/products/maps-platform"],["보안",null,[[["보안 \u0026 아이덴티티","/blog/ko/products/identity-security"],["위협 인텔리전스","/blog/ko/topics/threat-intelligence"]]]],["인프라","/blog/ko/products/infrastructure"],["Infrastructure Modernization","/blog/ko/products/infrastructure-modernization"],["네트워킹","/blog/ko/products/networking"],["생산성 및 공동작업","/blog/ko/products/productivity-collaboration"],["SAP on Google Cloud","/blog/ko/products/sap-google-cloud"],["스토리지 및 데이터 전송","/blog/ko/products/storage-data-transfer"],["지속가능성","/blog/ko/topics/sustainability"]]]],["에코시스템",null,[[["IT Leaders","/transform/ko"],["업종",null,[[["금융 서비스","/blog/ko/topics/financial-services"],["의료 및 생명과학","/blog/ko/topics/healthcare-life-sciences"],["제조업","/blog/ko/topics/manufacturing"],["미디어 및 엔터테인먼트","/blog/ko/products/media-entertainment"],["공공부문","/blog/ko/topics/public-sector"],["소매업","/blog/ko/topics/retail"],["공급망","/blog/topics/supply-chain-logistics"],["통신","/blog/ko/topics/telecommunications"]]]],["고객 사례","/blog/ko/topics/customers"],["파트너","/blog/ko/topics/partners"],["스타트업 \u0026 SMB","/blog/ko/topics/startups"],["교육 \u0026 인증","/blog/ko/topics/training-certifications"],["Inside Google Cloud","/blog/ko/topics/inside-google-cloud"],["Google Cloud Next 및 이벤트","/blog/ko/topics/google-cloud-next"],["Google Maps Platform","/blog/ko/products/maps-platform"],["Google Workspace","https://workspace.google.com/blog/ko"]]]],["개발 및 IT운영","/blog/ko/topics/developers-practitioners"],["Google Cloud와 함께 하는 디지털 혁신","/transform/ko"]]]]]],'cloud.google.com','https', null , false , null ,[[48887082,1714245,97535270,93778619,1706538,97517172,97656899,48897392,97684535,48554498,97863170,97863043,48830069,93874004,97442199,97785988,97716265,48489833,48887064,97517154,97656881,97684517,93873986,97442181,97785970],null,null,null,null,true],]; window.IJ_valuesCb && window.IJ_valuesCb();</script><script class="ds:0" nonce="VPAgGDZ-2QwvE3sUxywPmw">AF_initDataCallback({key: 'ds:0', hash: '1', data:[["At COP29, thoughts on cloud, AI and climate change","The combination of AI and cloud technologies have the potential to unlock climate change solutions that are both transformational and global in scale.",[1731718800],"https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg","https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change",[1731730369,248205000]],[["Justin Keeble","Managing Director for Global Sustainability"],["Denise Pearl","Sustainability and New Energy Partnerships"]],[null,"\u003cscript type\u003d\"application/ld+json\"\u003e{\"@context\":\"https://schema.org\",\"@type\":\"BlogPosting\",\"@id\":\"https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change\",\"headline\":\"At COP29, thoughts on cloud, AI and climate change\",\"description\":\"The combination of AI and cloud technologies have the potential to unlock climate change solutions that are both transformational and global in scale.\",\"image\":\"https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg\",\"author\":[{\"@type\":\"Person\",\"name\":\"Justin Keeble\",\"url\":\"\"},{\"@type\":\"Person\",\"name\":\"Denise Pearl\",\"url\":\"\"}],\"datePublished\":\"2024-11-16\",\"publisher\":{\"@type\":\"Organization\",\"name\":\"Google Cloud\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://www.gstatic.com/devrel-devsite/prod/v8bb8fa0afe9a8c3a776ebeb25d421bb443344d789b3607754dfabea418b8c4be/cloud/images/cloud-logo.svg\"}},\"url\":\"https://cloud.google.com/blog/topics/sustainability/at-cop29-thoughts-on-cloud-ai-and-climate-change\",\"keywords\":[\"Sustainability\",\"AI \\u0026 Machine Learning\"],\"timeRequired\":\"PT5M\"}\u003c/script\u003e"],["How cloud and AI are bringing scale to corporate climate mitigation and adaptation"],["https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg","https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-1300x1300.jpg 1288w, https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg 2436w"," 1288px, 2436px","https://storage.googleapis.com/gweb-cloudblog-publish/images/COP29_8XtHe1W.max-2500x2500.jpg"],null,[[null,null,[null,[null,"\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eClimate change is the biggest challenge our society faces. As scientists, governments, and industry leaders gather in Baku, Azerbaijan for the 2024 United Nations Climate Change Conference, a.k.a. \u003c/span\u003e\u003ca href\u003d\"https://cop29.az/en/home\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eCOP29\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e, it\u2019s incumbent upon all of us to find innovative solutions that can drive impact at a global scale.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eThe gravity of climate change requires solutions that go beyond incremental change. To find those solutions, we need the ability to make better decisions about how to approach climate mitigation and adaptation across every human activity \u2014 from transport, industry, and agriculture to communications, finance, and housing. This requires processing vast volumes of data generated by these industries. The combination of AI and cloud technologies offer the potential to unlock climate change solutions that can be both transformational and global in scale.\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eWe already have a lot of examples that we can draw from.\u003c/span\u003e\u003c/p\u003e"]]],[null,["Try Google Cloud for free",null,"Get started for free","https://console.cloud.google.com/freetrial?redirectPath\u003d/welcome",[null,"\u003cp\u003eStart building with $300 in free credits for new customers. All customers get free usage of 20+ products, up to monthly limits.\u003c/p\u003e"]]],[null,null,[null,[null,"\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eToday, for example, \u003c/span\u003e\u003ca href\u003d\"https://earthengine.google.com/\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eGoogle Earth Engine\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e is being used by the \u003c/span\u003e\u003ca href\u003d\"https://www.forestdatapartnership.org/\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eForest Data Partnership\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e, a collaboration for global monitoring of commodity-driven deforestation, to monitor every oil palm plantation around the globe\u003c/span\u003e\u003cstrong style\u003d\"vertical-align:baseline\"\u003e, \u003c/strong\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eproviding participating companies live early-warning signals for deforestation risks, and dramatically reducing the costs involved in forest monitoring. Similarly, \u003c/span\u003e\u003ca href\u003d\"https://ngis.com.au/\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eNGIS\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e is using Google Earth Engine to power TraceMark, helping businesses deliver traceability and transparency across global supply chains.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eAnother example is \u003c/span\u003e\u003ca href\u003d\"https://globalfishingwatch.org/\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eGlobal Fishing Watch\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e, an international nonprofit co-founded by Google that is \u003c/span\u003e\u003ca href\u003d\"https://cloud.google.com/customers/global-fishing-watch\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eusing geospatial analytics and AI\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e to understand how human activity impacts the seas, global industries, climate, biodiversity and more. The datasets map global ocean infrastructure and vessels that don\u2019t publicly broadcast their positions. This helps to advance policy conversations about offshore renewables development, provides insight into carbon dioxide emissions from maritime vessels, and enables marine protection.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eIt\u2019s clear that AI can process large volumes of data, optimize complex systems, and drive the development of new business models. We see businesses harnessing the technology in the fight against climate change in four ways:\u003c/span\u003e\u003c/p\u003e\n\u003ch3\u003e\u003cstrong style\u003d\"vertical-align:baseline\"\u003e1. Measuring business performance\u00a0\u003c/strong\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eBusinesses are using AI-powered insights to help monitor their advance towards sustainability targets, which ultimately contributes to building business resilience.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eIn today's business landscape, this is of paramount importance as companies face growing demands for transparency and accountability regarding their environmental and social impact.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eWe are seeing cloud and AI being used to de-risk investments, improve transparency, and increase profitability through the use of large-scale datasets, machine learning, and generative AI. These technologies allow companies to analyze their ESG performance, gain insights into climate risks, and monitor supplier behaviors.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eFor example, Palo Alto Networks partnered with Watershed, a Google Cloud Ready - Sustainability Partner, to measure and track their carbon emissions across their entire business using Google Cloud. This partnership enabled them to gain a comprehensive understanding of their environmental impact and set actionable targets for reducing emissions.\u003c/span\u003e\u003c/p\u003e"]]],[null,null,null,null,null,null,["https://www.youtube.com/watch?v\u003dGdh15VB7yk8",[null,""],null,["https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_52p8G3p.max-1300x1300.jpg","https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_52p8G3p.max-1100x1100.jpg 1060w, https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_52p8G3p.max-1300x1300.jpg 1280w"," 1060px, 1280px","https://storage.googleapis.com/gweb-cloudblog-publish/images/maxresdefault_52p8G3p.max-1300x1300.jpg"]]],[null,null,[null,[null,"\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eAnother example is HSBC, which developed a new credit ranking tool on Google Cloud that allows them to \u003c/span\u003e\u003ca href\u003d\"https://cloud.google.com/customers/hsbc-risk-advisory-tool\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003erun multiple climate risk scenarios simultaneously\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e. This tool empowers HSBC to make more informed investment decisions while considering the potential impact of climate change on their portfolio.\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eOr Swiss Re, which is using Google Earth Engine and AI for flood modeling for \u003c/span\u003e\u003ca href\u003d\"https://cloud.google.com/customers/swiss\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003ebetter risk calculation in insurance\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e.\u003c/span\u003e\u003c/p\u003e\n\u003ch3\u003e\u003cstrong style\u003d\"vertical-align:baseline\"\u003e2. Optimizing operations and supply chains\u00a0\u003c/strong\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eSecondly, businesses are using AI to optimize their operations and supply chains for energy and resource efficiency, as well as to cut costs.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eThis is crucial for companies seeking to enhance their sustainability performance while simultaneously improving their bottom line. Through the use of AI and machine learning, cloud technologies empower organizations to optimize their existing operations, improve cost efficiency, and minimize waste.\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eFor example, Geotab, another Google Cloud Ready - Sustainability partner, is managing 75 billion data records in BigQuery for 4 million commercial fleet vehicles every day to optimize vehicle routes, increase driver safety behaviors and accelerate the path to fleet electrification.\u003c/span\u003e\u003c/p\u003e"]]],[null,null,null,null,null,null,["https://www.youtube.com/watch?v\u003dzqE2QdXmT0o",[null,""]]],[null,null,[null,[null,"\u003ch3\u003e\u003cstrong style\u003d\"vertical-align:baseline\"\u003e3. Identifying cleaner business models\u00a0\u003c/strong\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eAs the world shifts towards more sustainable practices, businesses must adapt and identify new avenues for growth. Cloud and AI is helping businesses do just that. Cloud and AI allow organizations to reimagine their business models, explore new markets, and create innovative products and services that align with their sustainability goals.\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003ca href\u003d\"https://recykal.com/\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eRecykal\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e, for instance, has partnered with Google Cloud to build Asia's largest circular economy marketplace. By leveraging Google Cloud's AI and machine learning capabilities, Recykal is revolutionizing waste management and promoting sustainable practices in Asia.\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eAnother example is \u003c/span\u003e\u003ca href\u003d\"https://einride.tech/\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eEinride\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e, a company that is reimagining freight transport by using electric, self-driving vehicles and an AI-powered platform. Their innovative approach to logistics is disrupting the transportation industry and contributing to a more sustainable future.\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eMore recently, Climate Engine and Robeco have started using AI and geospatial technologies with their scientific expertise and investment knowledge to inform how publicly traded companies\u2019 actions impact biodiversity. You can read their joint thought leadership paper \u003c/span\u003e\u003ca href\u003d\"https://climateengine.com/story/climate-engine-and-robeco-launch-white-paper-on-biodiversity-finance/\" rel\u003d\"noopener\" target\u003d\"_blank\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003ehere\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003ch3\u003e\u003cstrong style\u003d\"vertical-align:baseline\"\u003e4. Building more sustainably\u003c/strong\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eFinally, and very importantly, businesses want to ensure that the actual use of cloud and AI technologies doesn\u2019t lead to increased climate impacts. From the get-go, developers need to take concrete steps towards reducing the carbon footprint and cost of their applications in the cloud.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eThis is why, through our \u003c/span\u003e\u003ca href\u003d\"https://cloud.google.com/carbon-footprint?hl\u003den\u0026amp;e\u003d48754805\"\u003e\u003cspan style\u003d\"text-decoration:underline;vertical-align:baseline\"\u003eCarbon Sense suite\u003c/span\u003e\u003c/a\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003e, we provide developers with the tools and resources they need to build and deploy applications in a way that minimizes their environmental impact, all while maintaining cost efficiency.\u00a0\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eL'Or\u00e9al, for example, leverages Google Cloud's Carbon Footprint tool to track the gross carbon emissions associated with their cloud usage. This allows L'Or\u00e9al to understand the environmental impact of their technology decisions and implement strategies to reduce their footprint.\u003c/span\u003e\u003c/p\u003e"]]],[null,null,[null,[null,"\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eFinally, Google takes its own carbon footprint very seriously, and is pursuing an ambitious goal to achieve net-zero emissions across all of its operations and value chain, supported by a goal to run on 24/7 carbon-free energy on every grid where it operates by 2030.\u003c/span\u003e\u003c/p\u003e\n\u003cp\u003e\u003cspan style\u003d\"vertical-align:baseline\"\u003eGoogle Cloud is committed to helping organizations of all sizes achieve their sustainability goals. With cloud, data analytics, and AI, we\u2019re delivering new ways to build resilience, reduce costs, and unlock sustainable growth, while also accelerating the impact of organizations\u2019 sustainability initiatives through the smarter use of data. This is an opportunity to drive tangible business results and create a more sustainable future for all.\u003c/span\u003e\u003c/p\u003e"]]]],[["Startups","Meet the second Google for Startups Accelerator: Climate Change Cohort in Europe","The latest Google for Startups Accelerator in Europe: Climate Change cohort brings new approaches to climate change mitigation and adaptation.",["https://storage.googleapis.com/gweb-cloudblog-publish/images/1_Hero_Image.max-700x700.jpg","https://storage.googleapis.com/gweb-cloudblog-publish/images/1_Hero_Image.max-400x400.jpg 324w, https://storage.googleapis.com/gweb-cloudblog-publish/images/1_Hero_Image.max-700x700.jpg 648w"," 324px, 648px","https://storage.googleapis.com/gweb-cloudblog-publish/images/1_Hero_Image.max-700x700.jpg"],null,5,null,"https://cloud.google.com/blog/topics/startups/climate-change-accelerator-in-europe",null,1,[["Adam Elman","Head of Regional Sustainability, EMEA"],["Onajite Emerhor","Regional Lead, Google for Startups Accelerator"]],null,"55216"],["Sustainability","Our clean energy progress in Japan","Two new agreements add solar energy to multiple electricity grid regions in Japan, as we make progress on our 24/7 carbon-free energy goal.",["https://storage.googleapis.com/gweb-cloudblog-publish/images/japan_clean_energy.max-700x700.png","https://storage.googleapis.com/gweb-cloudblog-publish/images/japan_clean_energy.max-400x400.png 324w, https://storage.googleapis.com/gweb-cloudblog-publish/images/japan_clean_energy.max-700x700.png 648w"," 324px, 648px","https://storage.googleapis.com/gweb-cloudblog-publish/images/japan_clean_energy.max-700x700.png"],null,2,null,"https://cloud.google.com/blog/topics/sustainability/new-agreements-bring-solar-energy-to-japans-electricity-grid",null,1,[["Shinji Okuyama","VP, Google Japan"]],null,"54376"],["Customers","How Prewave is helping to secure deep supply chains worldwide with AI on Google Cloud","Prewave\u2019s platform helps companies achieve transparency, resilience and sustainability, along their deep supply chains using AI on Google Cloud.",["https://storage.googleapis.com/gweb-cloudblog-publish/images/prewave.max-700x700.jpg","https://storage.googleapis.com/gweb-cloudblog-publish/images/prewave.max-400x400.jpg 324w, https://storage.googleapis.com/gweb-cloudblog-publish/images/prewave.max-700x700.jpg 648w"," 324px, 648px","https://storage.googleapis.com/gweb-cloudblog-publish/images/prewave.max-700x700.jpg"],null,4,null,"https://cloud.google.com/blog/topics/customers/prewave-helps-secure-deep-supply-chains-with-ai-on-google-cloud",null,1,[["Daniel H\u00f6fer","Head of Network, Prewave"],["Jonas Artmeier","VP Advisory, Prewave"]],null,"54264"],["Sustainability","1.5 gigawatts later, our smarter way of buying clean energy is here to stay","A new approach to power purchase agreements (PPAs) has delivered more than 1 gigawatt (GW) of clean energy capacity in North America and Europe.",["https://storage.googleapis.com/gweb-cloudblog-publish/images/Leap_thumbnail_O.max-700x700.png","https://storage.googleapis.com/gweb-cloudblog-publish/images/Leap_thumbnail_O.max-400x400.png 324w, https://storage.googleapis.com/gweb-cloudblog-publish/images/Leap_thumbnail_O.max-700x700.png 648w"," 324px, 648px","https://storage.googleapis.com/gweb-cloudblog-publish/images/Leap_thumbnail_O.max-700x700.png"],null,4,null,"https://cloud.google.com/blog/topics/sustainability/new-power-purchasing-agreement-method-lands-1-gw-clean-energy",null,1,[["Amanda Peterson Corio","Global Head of Data Center Energy"]],null,"54011"]],null,"Sustainability",["Google Cloud Summit Series","Discover the latest in AI, Security, Workspace, App Dev, \u0026 more.","Register","https://cloudonair.withgoogle.com/summit_series_24?utm_source\u003dcgc-blog\u0026utm_medium\u003dblog\u0026utm_campaign\u003dsummit-series-2024\u0026utm_content\u003dsummit-series-left-hand-rail-cta\u0026utm_term\u003d-"],[["Sustainability","https://cloud.google.com/blog/topics/sustainability","sustainability"],["AI \u0026 Machine Learning","https://cloud.google.com/blog/products/ai-machine-learning","ai-machine-learning"]],null,null,5], sideChannel: {}});</script><script id="wiz_jd" nonce="VPAgGDZ-2QwvE3sUxywPmw">if (window['_wjdc']) {const wjd = {}; window['_wjdc'](wjd); delete window['_wjdc'];}</script><script aria-hidden="true" id="WIZ-footer" nonce="VPAgGDZ-2QwvE3sUxywPmw">window.wiz_progress&&window.wiz_progress(); window.stopScanForCss&&window.stopScanForCss(); ccTick('bl');</script></body></html><footer id="ZCHFDb"><footer class="nRhiJb-RWrDld nRhiJb-yePe5c QJnbF" jscontroller="NsSboe" track-metadata-module="footer"><h3 class="nRhiJb-VqCwd-L6cTce">Footer Links</h3><section class="nRhiJb-haF9Wb r2W5Od"><section class="nRhiJb-DX2B6"><div class="nRhiJb-j5y3u"><h4 class="nRhiJb-BkAck nRhiJb-BkAck-OWXEXe-TzA9Ye">Follow us</h4><ul class="nRhiJb-Qijihe c3Uqdd" role="list"><li class="nRhiJb-KKXgde"><a class="nRhiJb-ARYxNe" href="https://www.x.com/googlecloud" target="_blank" rel="noopener" track-name="x"track-type="social link"track-metadata-position="footer"track-metadata-eventdetail="www.x.com/googlecloud"track-metadata-module="footer"track-metadata-module_headline="follow us"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c nRhiJb-Bz112c-OWXEXe-DX2B6" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M13.9,10.5L21.1,2h-1.7l-6.3,7.4L8,2H2.2l7.6,11.1L2.2,22h1.7l6.7-7.8L16,22h5.8L13.9,10.5L13.9,10.5z M11.5,13.2l-0.8-1.1 L4.6,3.3h2.7l5,7.1l0.8,1.1l6.5,9.2h-2.7L11.5,13.2L11.5,13.2z"></path></svg></a></li><li class="nRhiJb-KKXgde"><a class="nRhiJb-ARYxNe" href="https://www.youtube.com/googlecloud" target="_blank" rel="noopener" track-name="youtube"track-type="social link"track-metadata-position="footer"track-metadata-eventdetail="www.youtube.com/googlecloud"track-metadata-module="footer"track-metadata-module_headline="follow us"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c nRhiJb-Bz112c-OWXEXe-DX2B6" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M23.74 7.1s-.23-1.65-.95-2.37c-.91-.96-1.93-.96-2.4-1.02C17.04 3.47 12 3.5 12 3.5s-5.02-.03-8.37.21c-.46.06-1.48.06-2.39 1.02C.52 5.45.28 7.1.28 7.1S.04 9.05 0 10.98V13c.04 1.94.28 3.87.28 3.87s.24 1.65.96 2.38c.91.95 2.1.92 2.64 1.02 1.88.18 7.91.22 8.12.22 0 0 5.05.01 8.4-.23.46-.06 1.48-.06 2.39-1.02.72-.72.96-2.37.96-2.37s.24-1.94.25-3.87v-2.02c-.02-1.93-.26-3.88-.26-3.88zM9.57 15.5V8.49L16 12.13 9.57 15.5z"></path></svg></a></li><li class="nRhiJb-KKXgde"><a class="nRhiJb-ARYxNe" href="https://www.linkedin.com/showcase/google-cloud" target="_blank" rel="noopener" track-name="linkedin"track-type="social link"track-metadata-position="footer"track-metadata-eventdetail="www.linkedin.com/showcase/google-cloud"track-metadata-module="footer"track-metadata-module_headline="follow us"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c nRhiJb-Bz112c-OWXEXe-DX2B6" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M20 2H4c-1.1 0-1.99.9-1.99 2L2 20c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V4c0-1.1-.9-2-2-2zM8 19H5v-9h3v9zM6.5 8.31c-1 0-1.81-.81-1.81-1.81S5.5 4.69 6.5 4.69s1.81.81 1.81 1.81S7.5 8.31 6.5 8.31zM19 19h-3v-5.3c0-.83-.67-1.5-1.5-1.5s-1.5.67-1.5 1.5V19h-3v-9h3v1.2c.52-.84 1.59-1.4 2.5-1.4 1.93 0 3.5 1.57 3.5 3.5V19z"></path></svg></a></li><li class="nRhiJb-KKXgde"><a class="nRhiJb-ARYxNe" href="https://www.instagram.com/googlecloud/" target="_blank" rel="noopener" track-name="instagram"track-type="social link"track-metadata-position="footer"track-metadata-eventdetail="www.instagram.com/googlecloud/"track-metadata-module="footer"track-metadata-module_headline="follow us"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c nRhiJb-Bz112c-OWXEXe-DX2B6" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M12,0 C15.3,0 15.7,0 17,0 C18.3,0.1 19.1,0.3 19.9,0.6 C20.7,0.9 21.3,1.3 22,2 C22.7,2.7 23.1,3.4 23.3,4.2 C23.6,5 23.8,5.8 23.9,7.1 C24,8.3 24,8.7 24,12 C24,15.3 24,15.7 23.9,16.9 C23.8,18.2 23.6,19 23.3,19.8 C23,20.6 22.6,21.2 21.9,21.9 C21.3,22.6 20.6,23 19.8,23.3 C19,23.6 18.2,23.8 16.9,23.9 C15.7,24 15.3,24 12,24 C8.7,24 8.3,24 7,24 C5.7,23.9 4.9,23.7 4.1,23.4 C3.3,23.1 2.7,22.7 2,22 C1.3,21.3 0.9,20.6 0.7,19.8 C0.4,19 0.2,18.2 0.1,16.9 C0,15.7 0,15.3 0,12 C0,8.7 0,8.3 0.1,7.1 C0.1,5.8 0.3,4.9 0.6,4.1 C0.9,3.4 1.3,2.7 2,2 C2.7,1.3 3.4,0.9 4.1,0.6 C4.9,0.3 5.8,0.1 7.1,0.1 C8.3,0 8.7,0 12,0 Z M12,2.2 C8.8,2.2 8.4,2.2 7.2,2.2 C6,2.3 5.3,2.5 4.9,2.6 C4.4,2.9 4,3.1 3.5,3.5 C3.1,3.9 2.8,4.3 2.6,4.9 C2.5,5.3 2.3,6 2.3,7.2 C2.2,8.4 2.2,8.8 2.2,12 C2.2,15.2 2.2,15.5 2.3,16.8 C2.3,17.9 2.5,18.6 2.7,19 C2.9,19.6 3.2,20 3.6,20.4 C4,20.8 4.4,21.1 5,21.3 C5.4,21.5 6,21.6 7.2,21.7 C8.4,21.8 8.8,21.8 12,21.8 C15.2,21.8 15.5,21.8 16.8,21.7 C17.9,21.7 18.6,21.5 19,21.3 C19.6,21.1 20,20.8 20.4,20.4 C20.8,20 21.1,19.6 21.3,19 C21.5,18.6 21.6,18 21.7,16.8 C21.8,15.6 21.8,15.2 21.8,12 C21.8,8.8 21.8,8.5 21.7,7.2 C21.7,6.1 21.5,5.4 21.3,5 C21.1,4.4 20.8,4 20.4,3.6 C20,3.2 19.6,2.9 19,2.7 C18.6,2.5 18,2.4 16.8,2.3 C15.6,2.2 15.2,2.2 12,2.2 Z M12,5.8 C15.4,5.8 18.2,8.6 18.2,12 C18.2,15.4 15.4,18.2 12,18.2 C8.6,18.2 5.8,15.4 5.8,12 C5.8,8.6 8.6,5.8 12,5.8 Z M12,16 C14.2,16 16,14.2 16,12 C16,9.8 14.2,8 12,8 C9.8,8 8,9.8 8,12 C8,14.2 9.8,16 12,16 Z M18.4,7 C17.6268014,7 17,6.37319865 17,5.6 C17,4.82680135 17.6268014,4.2 18.4,4.2 C19.1731986,4.2 19.8,4.82680135 19.8,5.6 C19.8,6.37319865 19.1731986,7 18.4,7 Z"></path></svg></a></li><li class="nRhiJb-KKXgde"><a class="nRhiJb-ARYxNe" href="https://www.facebook.com/googlecloud/" target="_blank" rel="noopener" track-name="facebook"track-type="social link"track-metadata-position="footer"track-metadata-eventdetail="www.facebook.com/googlecloud/"track-metadata-module="footer"track-metadata-module_headline="follow us"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c nRhiJb-Bz112c-OWXEXe-DX2B6" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M20 2H4c-1.1 0-1.99.9-1.99 2L2 20c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V4c0-1.1-.9-2-2-2zm-1 2v3h-2c-.55 0-1 .45-1 1v2h3v3h-3v7h-3v-7h-2v-3h2V7.5C13 5.57 14.57 4 16.5 4H19z"></path></svg></a></li></ul></div></section></section><section class="nRhiJb-hlZHHf rtKYfe"><div class="nRhiJb-vQnuyc UXgbsb"><a class="ZOs9zc" href="https://cloud.google.com/" title="Google Cloud" track-name="google"track-type="footer link"track-metadata-position="footer"track-metadata-eventdetail="cloud.google.com/"track-metadata-module="footer"><svg class="nRhiJb-vQnuyc-RJLb9c" viewBox="0 0 64 64" role="presentation" aria-hidden="true" width="40" height="40"><path d="M40.37 20.29L42.3333 20.3267L47.67 14.99L47.93 12.73C43.69 8.95667 38.11 6.66 32 6.66C20.9367 6.66 11.6067 14.1833 8.84 24.3833C9.42334 23.98 10.6667 24.28 10.6667 24.28L21.3333 22.5267C21.3333 22.5267 21.8867 21.62 22.1567 21.6767C24.5967 19.0067 28.1067 17.3267 32 17.3267C35.1667 17.3267 38.08 18.44 40.37 20.29Z" fill="#ea4335"/><path d="M55.1667 24.3967C53.93 19.8233 51.37 15.79 47.9267 12.7267L40.3667 20.2867C43.3933 22.7333 45.3333 26.4733 45.3333 30.66V31.9933C49.01 31.9933 52 34.9833 52 38.66C52 42.3367 49.01 45.3267 45.3333 45.3267H32L30.6667 46.6667V54.6667L32 55.9933H45.3333C54.89 55.9933 62.6667 48.2167 62.6667 38.66C62.6667 32.75 59.6933 27.5267 55.1667 24.3967Z" fill="#4285f4"/><path d="M18.6667 55.9933H31.99V45.3267H18.6667C17.6867 45.3267 16.76 45.11 15.92 44.7267L14 45.3167L8.66 50.6567L8.19334 52.46C11.1033 54.6733 14.7333 55.9933 18.6667 55.9933Z" fill="#34a853"/><path d="M18.6667 21.3267C9.11 21.3267 1.33334 29.1033 1.33334 38.66C1.33334 44.2867 4.03 49.2967 8.2 52.4633L15.93 44.7333C13.6167 43.6867 12 41.36 12 38.66C12 34.9833 14.99 31.9933 18.6667 31.9933C21.3667 31.9933 23.6933 33.61 24.74 35.9233L32.47 28.1933C29.3033 24.0233 24.2933 21.3267 18.6667 21.3267Z" fill="#fbbc05"/></svg></a></div><ul class="nRhiJb-hlZHHf-PLDbbf nRhiJb-di8rgd-ZGNLv AXb5J" role="list"><li class="glue-footer__global-links-list-item"><a class="nRhiJb-Fx4vi " href="https://cloud.google.com/" track-name="google cloud"track-type="footer link"track-metadata-position="footer"track-metadata-eventdetail="cloud.google.com/"track-metadata-module="footer">Google Cloud</a></li><li class="glue-footer__global-links-list-item"><a class="nRhiJb-Fx4vi " href="https://cloud.google.com/products/" track-name="google cloud products"track-type="footer link"track-metadata-position="footer"track-metadata-eventdetail="cloud.google.com/products/"track-metadata-module="footer">Google Cloud Products</a></li><li class="glue-footer__global-links-list-item"><a class="nRhiJb-Fx4vi " href="https://myaccount.google.com/privacypolicy?hl=en-US" target="_blank" track-name="privacy"track-type="footer link"track-metadata-position="footer"track-metadata-eventdetail="myaccount.google.com/privacypolicy?hl=en-US"track-metadata-module="footer">Privacy</a></li><li class="glue-footer__global-links-list-item"><a class="nRhiJb-Fx4vi " href="https://myaccount.google.com/termsofservice?hl=en-US" target="_blank" track-name="terms"track-type="footer link"track-metadata-position="footer"track-metadata-eventdetail="myaccount.google.com/termsofservice?hl=en-US"track-metadata-module="footer">Terms</a></li><li aria-hidden="true" class="glue-footer__global-links-list-item"><a aria-hidden="true" role="button" tabindex="0" class="nRhiJb-Fx4vi glue-footer__link glue-cookie-notification-bar-control" href="#" target="_blank" track-name="cookies management controls"track-type="footer link"track-metadata-position="footer"track-metadata-eventdetail="#"track-metadata-module="footer">Cookies management controls</a></li></ul><ul class="nRhiJb-hlZHHf-PLDbbf nRhiJb-hlZHHf-PLDbbf-OWXEXe-hOedQd nRhiJb-di8rgd-ZGNLv qkxr1" role="list"><li class="glue-footer__global-links-list-item nRhiJb-hlZHHf-PLDbbf-rymPhb-ibnC6b-OWXEXe-hOedQd"><a class="nRhiJb-Fx4vi" href="https://support.google.com" target="_blank" track-name="help"track-type="footer link"track-metadata-position="footer"track-metadata-eventdetail="support.google.com"track-metadata-module="footer"><svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-xgZe3c nRhiJb-Bz112c-OWXEXe-yePe5c-h9d3hd" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm1 17h-2v-2h2v2zm2.07-7.75l-.9.92C13.45 12.9 13 13.5 13 15h-2v-.5c0-1.1.45-2.1 1.17-2.83l1.24-1.26c.37-.36.59-.86.59-1.41 0-1.1-.9-2-2-2s-2 .9-2 2H8c0-2.21 1.79-4 4-4s4 1.79 4 4c0 .88-.36 1.68-.93 2.25z"></path></svg>Help</a></li><li class="glue-footer__global-links-list-item nRhiJb-hlZHHf-PLDbbf-rymPhb-ibnC6b-OWXEXe-hOedQd"><select jsaction="change:xU0iy" aria-label="Change language" class="nRhiJb-CL4aqd-j4gsHd"><option value="" selected disabled hidden>Language</option><option value="en" selected>‪English‬</option><option value="de">‪Deutsch‬</option><option value="fr">‪Français‬</option><option value="ko">‪한국어‬</option><option value="ja">‪日本語‬</option></select></li></ul></section></footer></footer>

Pages： 1 2 3 4 5 6 7 8 9 10